import pandas as pd
import numpy as np
import datetime as dt

Goals:

  1. What are differences and similarities for the time between large earthquakes in ETAS/USGS

  2. If there is a longer amount of time between large earthquakes, will it result in a more devastating one?

  3. Can we use timeseries to predict the time until the next large earthquake in a manner that will follow ETAS/USGS?

Question: what location grids should we group by?

csv_file = "Formatted_ETAS_Output.csv"
etas = pd.read_csv(csv_file, sep = ',', lineterminator='\n')
csv_file = "All (1960-2023).csv"
usgs = pd.read_csv(csv_file, sep = ',', lineterminator='\n', dtype={'time':str})
C:\Users\deyan\AppData\Local\Temp\ipykernel_19696\4157295938.py:4: DtypeWarning: Columns (1,2,3,4,6,7,8,9,15,16,17,18) have mixed types. Specify dtype option on import or set low_memory=False.
  usgs = pd.read_csv(csv_file, sep = ',', lineterminator='\n', dtype={'time':str})
etas["Date"] = pd.to_datetime(etas["Date"], errors="coerce", format="%m/%d/%y")
etas.loc[etas["Date"].dt.year > pd.Timestamp.now().year, "Date"] -= pd.DateOffset(years=100)

# Converting the date column into datetime format
usgs["Date"] = pd.to_datetime(usgs["time"], errors="coerce").dt.strftime("%Y-%m-%d")
usgs.drop(columns=["time"], inplace=True)
etas = etas[(etas['Date'] > pd.to_datetime('1960-01-01')) & (etas['Date'] < pd.to_datetime('2023-01-01'))]

#filter the dataset by X > -123 and X < -113 and Y > 29 and Y < 39
etas = etas[etas['X'] > -123]
etas = etas[etas['X'] < -113]
etas = etas[etas['Y'] < 39]
etas = etas[etas['Y'] > 29]

etas.head()
Date Time Year X Y Magnitude Z\r
1 1960-01-02 0:08:49.00 1960.006125 -115.6222 33.0793 4.25 7.9322
2 1960-01-02 0:10:31.00 1960.007305 -115.6323 33.1220 3.03 8.4015
3 1960-01-02 0:10:32.00 1960.007320 -115.5851 33.0745 3.03 7.9678
4 1960-01-02 0:11:07.00 1960.007720 -115.6256 33.0290 3.08 7.9737
5 1960-01-02 0:11:17.00 1960.007840 -115.6050 33.0276 3.61 7.9322
usgs = usgs[(pd.to_datetime(usgs['Date']) > pd.to_datetime('1960-01-01')) & (pd.to_datetime(usgs['Date']) < pd.to_datetime('2023-01-01'))]

usgs['longitude'] = pd.to_numeric(usgs['longitude'], errors='coerce')
usgs['latitude'] = pd.to_numeric(usgs['latitude'], errors='coerce')
usgs['mag'] = pd.to_numeric(usgs['mag'], errors='coerce')

#filter the dataset by X > -123 and X < -113 and Y > 29 and Y < 39
usgs = usgs[usgs['longitude'] > -123]
usgs = usgs[usgs['longitude'] < -113]
usgs = usgs[usgs['latitude'] < 39]
usgs = usgs[usgs['latitude'] > 29]

usgs.head()
latitude longitude depth mag magType nst gap dmin rms net ... Unnamed: 992 Unnamed: 993 Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998 Unnamed: 999 \r Date
240 33.397500 -116.393333 3.88 4.14 mw 132.0 16.0 0.07391 0.19 ci ... NaN NaN NaN NaN NaN NaN NaN NaN \r 2022-12-31
241 34.355667 -116.921833 4.73 3.47 mw 121.0 25.0 0.07845 0.15 ci ... NaN NaN NaN NaN NaN NaN NaN NaN \r 2022-12-31
246 37.620167 -122.025000 3.82 3.34 mw 141.0 16.0 NaN 0.16 nc ... NaN NaN NaN NaN NaN NaN NaN NaN \r 2022-12-22
262 37.918167 -122.304000 5.48 3.57 mw 170.0 19.0 0.01598 0.15 nc ... NaN NaN NaN NaN NaN NaN NaN NaN \r 2022-12-17
263 36.604667 -121.209333 8.88 3.28 ml 67.0 55.0 0.03812 0.09 nc ... NaN NaN NaN NaN NaN NaN NaN NaN \r 2022-12-13

5 rows × 1001 columns

#initial plot of latitude and longitude
import plotly.express as px
import plotly.graph_objects as go
fig = px.scatter(etas, x='X', y='Y', color='Magnitude', color_continuous_scale='viridis', title='Earthquake Locations ETAS (Magnitude)')
fig.update_layout(width=600, height=600)
fig.show()
fig = px.scatter(usgs, x='longitude', y='latitude', color='mag', color_continuous_scale='viridis', title='Earthquake Locations USGS')
fig.update_layout(width=600, height=600)
fig.show()

Intital plots show that USGS earthquakes are much more clustered compared to the ETAS

# ETAS energy in terms of location
const = (1/1.5)
etas['Energy'] = 10**(1.5*etas['Magnitude'])
etas['Energy'] = np.log(etas['Magnitude'])*const

fig = px.scatter(etas, x='X', y='Y', color='Energy', color_continuous_scale='viridis', title='Earthquake Locations ETAS (Energy)')
fig.update_layout(width=600, height=600)
fig.show()

Convert USGS earthquake magnitudes to energy and see how this relates to location

const = (1/1.5)
usgs['Energy'] = 10**(1.5*usgs['mag'])
usgs['Energy'] = np.log(usgs['mag'])*const

fig = px.scatter(usgs, x='longitude', y='latitude', color='Energy', color_continuous_scale='viridis', title='Earthquake Locations USGS (Energy)')
fig.update_layout(width=600, height=600)
fig.show()
#let us split etas and usgs by grids of 1 x 1 latitude and longitude 
lat_grid_size = 1
lon_grid_size = 1
# large_earthquake = 6
# num_large_earthquakes = 2
def assign_grid_labels_usgs(row):
    lon_label = int(row['longitude'] // lon_grid_size)
    lat_label = int(row['latitude'] // lat_grid_size)
    return f'Grid_{lon_label}_{lat_label}'

def assign_grid_labels_etas(row):
    lon_label = int(row['X'] // lon_grid_size)
    lat_label = int(row['Y'] // lat_grid_size)
    return f'Grid_{lon_label}_{lat_label}'
etas['grid_label'] = etas.apply(assign_grid_labels_etas, axis=1)
grid_etas = {}
for label, group in etas.groupby('grid_label'):
    grid_etas[label] = group
print(grid_etas)
print(len(grid_etas))
{'Grid_-114_29':             Date         Time         Year         X        Y  Magnitude  \
242   1960-06-30  11:57:44.00  1960.498427 -113.8480  29.7933       3.03   
298   1960-08-05  14:18:13.00  1960.595988 -113.6070  29.7940       3.02   
319   1960-08-27  15:47:31.00  1960.658004 -113.8580  29.6810       3.07   
352   1960-09-29  17:54:13.00  1960.745985 -113.8046  29.9182       3.40   
400   1960-11-18  21:12:11.00  1960.883471 -113.9179  29.7511       3.09   
...          ...          ...          ...       ...      ...        ...   
30630 2020-09-22  17:29:50.00  2020.729062 -113.9880  29.9700       3.93   
30644 2020-10-05  18:21:04.00  2020.764635 -113.8340  29.7727       3.60   
30731 2020-12-07  22:28:39.00  2020.936574 -113.8640  29.7902       3.04   
31622 2022-09-22  17:28:10.00  2022.727901 -113.8180  29.8472       3.42   
31626 2022-09-26  17:43:39.00  2022.738657 -113.8580  29.6810       4.30   

           Z\r    Energy    grid_label  
242    19.1361  0.739042  Grid_-114_29  
298    20.0000  0.736838  Grid_-114_29  
319    18.5191  0.747785  Grid_-114_29  
352    14.1591  0.815850  Grid_-114_29  
400    18.8459  0.752114  Grid_-114_29  
...        ...       ...           ...  
30630  12.7824  0.912426  Grid_-114_29  
30644  17.8635  0.853956  Grid_-114_29  
30731  16.6741  0.741238  Grid_-114_29  
31622   2.8294  0.819760  Grid_-114_29  
31626   2.0594  0.972410  Grid_-114_29  

[670 rows x 9 columns], 'Grid_-114_30':             Date         Time         Year         X        Y  Magnitude  \
248   1960-07-02  12:06:33.00  1960.504549 -113.8850  30.5180       4.09   
258   1960-07-12  12:47:01.00  1960.532651 -113.9830  30.3150       5.06   
365   1960-10-13  18:51:08.00  1960.785520 -113.6440  30.5750       4.12   
443   1960-12-23  23:29:25.00  1960.978766 -113.9660  30.1690       3.01   
553   1961-03-27   5:41:54.00  1961.237432 -113.7657  30.0634       4.04   
...          ...          ...          ...       ...      ...        ...   
30813 2021-02-22   3:31:18.00  2021.146745 -113.6182  30.0752       3.07   
30818 2021-02-27   3:51:19.00  2021.160642 -113.6942  30.1675       3.26   
31708 2022-11-28  21:50:08.00  2022.909817 -113.7587  30.0098       4.07   
31723 2022-12-08  22:30:51.00  2022.938095 -113.8560  30.1120       3.02   
31736 2022-12-17  23:08:13.00  2022.964051 -113.7212  30.0817       4.18   

           Z\r    Energy    grid_label  
248    19.7194  0.939030  Grid_-114_30  
258    19.5559  1.080911  Grid_-114_30  
365    13.6123  0.943902  Grid_-114_30  
443    17.2467  0.734627  Grid_-114_30  
553    18.2917  0.930830  Grid_-114_30  
...        ...       ...           ...  
30813   9.4835  0.747785  Grid_-114_30  
30818   9.5284  0.787818  Grid_-114_30  
31708   0.0000  0.935762  Grid_-114_30  
31723   3.9561  0.736838  Grid_-114_30  
31736   5.2702  0.953541  Grid_-114_30  

[451 rows x 9 columns], 'Grid_-114_31':             Date         Time         Year        X       Y  Magnitude  \
1211  1962-08-21  15:20:46.00  1962.639428 -113.746  31.078       5.73   
1543  1963-04-05   6:17:58.00  1963.262488 -113.254  31.688       3.53   
1684  1963-07-28  13:47:03.00  1963.574351 -113.634  31.030       3.16   
6575  1972-11-17  21:07:29.00  1972.880201 -114.000  31.500       3.06   
8179  1976-02-19   3:19:18.00  1976.138405 -114.000  31.500       4.79   
...          ...          ...          ...      ...     ...        ...   
27748 2015-05-25   9:34:10.00  2015.398732 -114.000  31.000       3.19   
29455 2018-06-07  10:25:10.00  2018.434147 -114.000  31.000       4.26   
30018 2019-07-12  12:43:36.00  2019.530282 -113.254  31.688       4.08   
30488 2020-05-29   9:52:37.00  2020.411547 -114.000  31.500       3.08   
31539 2022-07-20  13:16:29.00  2022.553123 -113.769  31.230       3.62   

           Z\r    Energy    grid_label  
1211   19.8455  1.163810  Grid_-114_31  
1543    1.7068  0.840865  Grid_-114_31  
1684    6.4981  0.767048  Grid_-114_31  
6575    8.5064  0.745610  Grid_-114_31  
8179   12.4821  1.044354  Grid_-114_31  
...        ...       ...           ...  
27748  15.0005  0.773347  Grid_-114_31  
29455  13.9172  0.966179  Grid_-114_31  
30018   9.6297  0.937398  Grid_-114_31  
30488   5.6213  0.749953  Grid_-114_31  
31539   7.7786  0.857649  Grid_-114_31  

[104 rows x 9 columns], 'Grid_-114_36':             Date         Time         Year        X        Y  Magnitude  \
14826 1989-12-02  22:06:29.00  1989.921171 -113.498  36.6773       3.30   
15625 1991-06-30  11:55:29.00  1991.496871 -113.498  36.6773       3.64   

          Z\r    Energy    grid_label  
14826  8.7436  0.795948  Grid_-114_36  
15625  4.9853  0.861322  Grid_-114_36  , 'Grid_-114_37':             Date         Time         Year         X        Y  Magnitude  \
1439  1963-01-29   1:54:48.00  1963.079725 -113.2863  37.5733       3.22   
1451  1963-02-06   2:28:12.00  1963.102917 -113.2863  37.5733       4.79   
6094  1971-12-23  23:31:48.00  1971.980423 -113.9217  37.5122       3.47   
6355  1972-06-23  11:32:14.00  1972.480728 -113.4972  37.0998       3.01   
7458  1974-10-20  19:18:59.00  1974.804855 -113.4972  37.0998       3.36   
8667  1977-01-27   1:48:43.00  1977.075504 -113.4972  37.0998       3.15   
15466 1991-02-22   3:29:26.00  1991.145446 -113.9217  37.5122       3.98   
20354 2000-09-22  17:29:58.00  2000.729146 -113.2863  37.5733       3.32   
23150 2006-03-25   5:32:28.00  2006.230880 -113.9217  37.5122       3.29   
24181 2008-03-06   4:22:50.00  2008.182534 -113.4972  37.0998       3.15   
24809 2009-06-09  10:31:57.00  2009.438859 -113.4972  37.0998       3.28   
24810 2009-06-10  10:37:09.00  2009.442469 -113.4915  37.1047       3.86   
24811 2009-06-10  10:39:06.00  2009.443830 -113.4603  37.1517       3.18   
24812 2009-06-11  10:41:40.00  2009.445611 -113.5150  37.1700       3.75   
24813 2009-06-12  10:43:35.00  2009.446938 -113.5723  37.1157       3.03   
24814 2009-06-12  10:44:18.00  2009.447435 -113.6011  37.1693       3.64   
24815 2009-06-13  10:48:58.00  2009.450680 -113.5886  37.2065       3.72   
24816 2009-06-14  10:53:00.00  2009.453476 -113.5469  37.1739       3.13   
24817 2009-06-14  10:54:10.00  2009.454293 -113.5293  37.1555       3.28   
24818 2009-06-16  10:59:43.00  2009.458140 -113.5012  37.2119       3.26   
30184 2019-11-08  20:34:47.00  2019.857497 -113.4972  37.0998       3.09   

           Z\r    Energy    grid_label  
1439   16.5907  0.779588  Grid_-114_37  
1451   15.1065  1.044354  Grid_-114_37  
6094   20.0000  0.829436  Grid_-114_37  
6355   18.9578  0.734627  Grid_-114_37  
7458   17.4742  0.807961  Grid_-114_37  
8667   12.5502  0.764935  Grid_-114_37  
15466  18.2998  0.920855  Grid_-114_37  
20354   6.4502  0.799977  Grid_-114_37  
23150   3.0546  0.793925  Grid_-114_37  
24181  20.0000  0.764935  Grid_-114_37  
24809   0.0000  0.791896  Grid_-114_37  
24810   0.1909  0.900445  Grid_-114_37  
24811   0.0000  0.771254  Grid_-114_37  
24812   0.0000  0.881171  Grid_-114_37  
24813   0.2798  0.739042  Grid_-114_37  
24814   0.0000  0.861322  Grid_-114_37  
24815   0.2358  0.875816  Grid_-114_37  
24816   0.8775  0.760689  Grid_-114_37  
24817   1.5463  0.791896  Grid_-114_37  
24818   1.7942  0.787818  Grid_-114_37  
30184  17.9393  0.752114  Grid_-114_37  , 'Grid_-115_29':             Date         Time         Year         X        Y  Magnitude  \
284   1960-07-27  13:43:53.00  1960.572152 -114.5880  29.8090       4.20   
576   1961-04-14   6:53:46.00  1961.287345 -114.0912  29.8671       3.17   
657   1961-06-08  10:29:36.00  1961.437233 -114.3095  29.8985       3.63   
751   1961-08-30  15:57:46.00  1961.665119 -114.0470  29.8610       4.05   
894   1961-12-21  23:21:18.00  1961.973134 -114.0112  29.2308       3.62   
...          ...          ...          ...       ...      ...        ...   
31552 2022-07-30  13:55:45.00  2022.580384 -114.1301  29.6356       3.04   
31610 2022-09-13  16:52:06.00  2022.702856 -114.1350  29.8680       3.12   
31717 2022-12-03  22:10:03.00  2022.923651 -114.0930  29.8280       3.23   
31724 2022-12-08  22:32:43.00  2022.939390 -114.0930  29.8280       3.75   
31740 2022-12-20  23:16:43.00  2022.969944 -114.1301  29.6356       3.35   

           Z\r    Energy    grid_label  
284    17.6859  0.956723  Grid_-115_29  
576    20.0000  0.769154  Grid_-115_29  
657    14.4271  0.859488  Grid_-115_29  
751    13.5074  0.932478  Grid_-115_29  
894    17.7710  0.857649  Grid_-115_29  
...        ...       ...           ...  
31552   8.3953  0.741238  Grid_-115_29  
31610   1.8960  0.758555  Grid_-115_29  
31717   1.9203  0.781655  Grid_-115_29  
31724   4.4272  0.881171  Grid_-115_29  
31740   5.6034  0.805974  Grid_-115_29  

[356 rows x 9 columns], 'Grid_-115_30':             Date         Time         Year         X        Y  Magnitude  \
239   1960-06-28  11:49:00.00  1960.492363 -114.2873  30.5697       3.35   
299   1960-08-05  14:20:04.00  1960.597280 -114.0950  30.9640       3.22   
344   1960-09-20  17:19:42.00  1960.722025 -114.3089  30.3704       3.09   
353   1960-09-30  17:58:23.00  1960.748885 -114.0110  30.2160       3.29   
356   1960-10-04  18:15:41.00  1960.760892 -114.2783  30.2219       3.06   
...          ...          ...          ...       ...      ...        ...   
31538 2022-07-20  13:15:29.00  2022.552426 -114.4050  30.0490       3.61   
31576 2022-08-17  15:04:56.00  2022.628434 -114.1610  30.0550       3.34   
31714 2022-11-30  22:01:06.00  2022.917435 -114.5060  30.0310       3.71   
31728 2022-12-11  22:43:14.00  2022.946699 -114.0310  30.3040       3.00   
31749 2022-12-28  23:51:23.00  2022.994017 -114.1410  30.2890       3.24   

           Z\r    Energy    grid_label  
239    16.2647  0.805974  Grid_-115_30  
299    20.0000  0.779588  Grid_-115_30  
344    17.8579  0.752114  Grid_-115_30  
353    13.4034  0.793925  Grid_-115_30  
356    13.0840  0.745610  Grid_-115_30  
...        ...       ...           ...  
31538   7.2134  0.855805  Grid_-115_30  
31576   3.5557  0.803981  Grid_-115_30  
31714   1.1942  0.874021  Grid_-115_30  
31728   5.3604  0.732408  Grid_-115_30  
31749   8.5351  0.783716  Grid_-115_30  

[606 rows x 9 columns], 'Grid_-115_31':             Date         Time         Year         X        Y  Magnitude  \
245   1960-07-01  12:01:10.00  1960.500813 -114.4480  31.4830       3.53   
252   1960-07-06  12:22:49.00  1960.515856 -114.4480  31.4830       3.33   
281   1960-07-25  13:37:26.00  1960.567671 -114.6050  31.2150       3.61   
399   1960-11-16  21:05:38.00  1960.878912 -114.4692  31.7875       3.05   
775   1961-09-23  17:32:10.00  1961.730680 -114.3418  31.1845       3.17   
...          ...          ...          ...       ...      ...        ...   
30494 2020-06-01  10:03:40.00  2020.419214 -114.3925  31.1809       4.02   
30520 2020-06-17  11:08:50.00  2020.464470 -114.9873  31.7150       3.67   
30719 2020-11-29  21:57:54.00  2020.915209 -114.9670  31.1330       3.61   
30776 2021-01-19   1:16:42.00  2021.053274 -114.6905  31.8165       3.79   
31742 2022-12-23  23:29:39.00  2022.978929 -114.9770  31.9220       3.03   

           Z\r    Energy    grid_label  
245    19.5939  0.840865  Grid_-115_31  
252    19.0129  0.801982  Grid_-115_31  
281    17.5472  0.855805  Grid_-115_31  
399    19.0981  0.743428  Grid_-115_31  
775    11.2365  0.769154  Grid_-115_31  
...        ...       ...           ...  
30494   7.5353  0.927521  Grid_-115_31  
30520   3.6314  0.866794  Grid_-115_31  
30719  11.9025  0.855805  Grid_-115_31  
30776  13.4997  0.888244  Grid_-115_31  
31742   5.1723  0.739042  Grid_-115_31  

[277 rows x 9 columns], 'Grid_-115_32':             Date         Time         Year         X        Y  Magnitude  \
5862  1971-06-26  11:39:09.00  1971.485522 -114.7632  32.4565       4.02   
6998  1973-10-28  19:48:08.00  1973.825101 -114.7632  32.4565       3.31   
8163  1976-02-12   2:52:48.00  1976.120009 -114.5493  32.0373       4.16   
9355  1978-06-25  11:37:36.00  1978.484452 -114.9480  32.0660       3.98   
9559  1978-12-03  22:10:16.00  1978.923807 -114.8840  32.2780       3.00   
...          ...          ...          ...       ...      ...        ...   
27795 2015-06-19  11:13:40.00  2015.467827 -114.9858  32.1882       3.08   
27796 2015-06-20  11:15:31.00  2015.469115 -114.9440  32.1897       3.07   
27797 2015-06-20  11:16:37.00  2015.469873 -114.9584  32.2494       3.10   
27799 2015-06-21  11:21:05.00  2015.472986 -114.9682  32.1676       3.13   
27800 2015-06-22  11:25:23.00  2015.475965 -114.9793  32.2033       5.86   

           Z\r    Energy    grid_label  
5862   15.3233  0.927521  Grid_-115_32  
6998    5.8684  0.797965  Grid_-115_32  
8163   12.2757  0.950343  Grid_-115_32  
9355   11.0336  0.920855  Grid_-115_32  
9559   17.8164  0.732408  Grid_-115_32  
...        ...       ...           ...  
27795  16.2127  0.749953  Grid_-115_32  
27796  16.3414  0.747785  Grid_-115_32  
27797  16.8067  0.754268  Grid_-115_32  
27799  16.8893  0.760689  Grid_-115_32  
27800  17.3744  1.178766  Grid_-115_32  

[149 rows x 9 columns], 'Grid_-115_35':             Date        Time         Year         X        Y  Magnitude  \
6679  1973-02-11  2:48:59.00  1973.117351 -114.8613  35.9615       3.23   
10232 1980-05-24  9:33:11.00  1980.398049 -114.8613  35.9615       3.52   
13110 1986-05-16  8:56:53.00  1986.372836 -114.8613  35.9615       3.24   
13992 1988-03-12  4:47:02.00  1988.199333 -114.8613  35.9615       3.21   

           Z\r    Energy    grid_label  
6679   18.6339  0.781655  Grid_-115_35  
10232  10.1476  0.838974  Grid_-115_35  
13110   3.0501  0.783716  Grid_-115_35  
13992   5.4046  0.777514  Grid_-115_35  , 'Grid_-115_36':             Date         Time         Year         X        Y  Magnitude  \
1323  1962-10-31  20:00:17.00  1962.833542 -114.9082  36.9495       3.74   
1642  1963-06-28  11:46:16.00  1963.490465 -114.6570  36.1348       3.37   
7318  1974-06-24  11:32:03.00  1974.480597 -114.6570  36.1348       3.52   
9435  1978-08-30  15:55:06.00  1978.663270 -114.6570  36.1348       3.71   
12157 1984-03-18   5:08:14.00  1984.214060 -114.6570  36.1348       3.33   
13215 1986-07-31  13:58:34.00  1986.582343 -114.9082  36.9495       3.32   
17190 1994-08-09  14:35:00.00  1994.607649 -114.9082  36.9495       3.00   
17784 1995-10-01  18:03:16.00  1995.752275 -114.3815  36.4828       3.76   
17785 1995-10-01  18:03:48.00  1995.752641 -114.4017  36.4518       3.03   
19919 1999-11-20  21:19:17.00  1999.888398 -114.6570  36.1348       3.06   
20806 2001-08-27  15:44:24.00  2001.655844 -114.9082  36.9495       3.36   
22806 2005-07-19  13:10:32.00  2005.548988 -114.9082  36.9495       4.27   
24592 2008-12-28  23:49:40.00  2008.992828 -114.9082  36.9495       3.25   
30434 2020-04-15   6:57:09.00  2020.289694 -114.3815  36.4828       3.07   

           Z\r    Energy    grid_label  
1323   19.7602  0.879390  Grid_-115_36  
1642    3.9727  0.809942  Grid_-115_36  
7318   13.6504  0.838974  Grid_-115_36  
9435   18.6711  0.874021  Grid_-115_36  
12157   0.4656  0.801982  Grid_-115_36  
13215   0.3382  0.799977  Grid_-115_36  
17190  16.5329  0.732408  Grid_-115_36  
17784  19.2628  0.882946  Grid_-115_36  
17785  19.1943  0.739042  Grid_-115_36  
19919   9.2747  0.745610  Grid_-115_36  
20806  19.8145  0.807961  Grid_-115_36  
22806   2.2308  0.967743  Grid_-115_36  
24592   8.5289  0.785770  Grid_-115_36  
30434   7.3193  0.747785  Grid_-115_36  , 'Grid_-115_37':             Date         Time         Year         X        Y  Magnitude  \
369   1960-10-16  19:02:45.00  1960.793587 -114.6546  37.2925       3.06   
460   1961-01-07   0:31:00.00  1961.021533 -114.4556  37.3283       3.73   
615   1961-05-09   8:31:29.00  1961.355207 -114.1910  37.4380       3.29   
1212  1962-08-22  15:26:30.00  1962.643410 -114.1113  37.3240       3.47   
1213  1962-08-23  15:28:01.00  1962.644464 -114.1649  37.3032       4.34   
...          ...          ...          ...       ...      ...        ...   
30207 2019-11-25  21:38:18.00  2019.901609 -114.8400  37.2798       3.23   
30212 2019-11-30  21:58:45.00  2019.915806 -114.8400  37.2798       3.50   
30445 2020-04-24   7:36:14.00  2020.316839 -114.6723  37.2291       3.04   
30593 2020-08-18  15:10:08.00  2020.632043 -114.3137  37.7874       3.05   
31554 2022-08-01  14:01:03.00  2022.584063 -114.6723  37.2291       3.06   

           Z\r    Energy    grid_label  
369    14.2245  0.745610  Grid_-115_37  
460    19.4800  0.877605  Grid_-115_37  
615    12.5166  0.793925  Grid_-115_37  
1212   20.0000  0.829436  Grid_-115_37  
1213   20.0000  0.978583  Grid_-115_37  
...        ...       ...           ...  
30207  14.8846  0.781655  Grid_-115_37  
30212  17.1558  0.835175  Grid_-115_37  
30445   7.7806  0.741238  Grid_-115_37  
30593   6.7294  0.743428  Grid_-115_37  
31554   8.4443  0.745610  Grid_-115_37  

[95 rows x 9 columns], 'Grid_-115_38':             Date         Time         Year         X        Y  Magnitude  \
7614  1975-02-25   3:42:33.00  1975.154552 -114.4120  38.0440       3.28   
8263  1976-04-28   7:50:09.00  1976.326501 -114.4120  38.0440       5.41   
9488  1978-10-16  19:03:50.00  1978.794330 -114.3105  38.1628       3.28   
9608  1979-01-09   0:38:07.00  1979.026481 -114.6130  38.8640       3.51   
9889  1979-08-24  15:33:31.00  1979.648285 -114.3105  38.1628       3.14   
11951 1983-10-02  18:05:34.00  1983.753876 -114.3105  38.1628       3.01   
12065 1984-01-01   0:05:06.00  1984.003552 -114.6130  38.8640       3.13   
22193 2004-04-10   6:40:59.00  2004.278469 -114.4120  38.0440       3.92   
22560 2004-12-31   0:01:27.00  2005.001018 -114.3105  38.1628       3.56   
24742 2009-04-11   6:39:47.00  2009.277629 -114.4120  38.0440       3.93   
24743 2009-04-11   6:40:18.00  2009.277988 -114.4655  38.0778       3.91   
24744 2009-04-11   6:41:20.00  2009.278714 -114.4260  38.1318       3.15   
24745 2009-04-12   6:43:46.00  2009.280405 -114.4244  38.1800       3.04   
30482 2020-05-23   9:28:12.00  2020.394593 -114.4120  38.0440       3.19   

           Z\r    Energy    grid_label  
7614   15.0278  0.791896  Grid_-115_38  
8263    0.6104  1.125499  Grid_-115_38  
9488   20.0000  0.791896  Grid_-115_38  
9608   16.0700  0.837077  Grid_-115_38  
9889   15.7436  0.762815  Grid_-115_38  
11951   3.3523  0.734627  Grid_-115_38  
12065  12.3467  0.760689  Grid_-115_38  
22193   9.1885  0.910728  Grid_-115_38  
22560   3.9770  0.846507  Grid_-115_38  
24742   2.1094  0.912426  Grid_-115_38  
24743   2.2271  0.909025  Grid_-115_38  
24744   2.2338  0.764935  Grid_-115_38  
24745   2.1505  0.741238  Grid_-115_38  
30482   9.3411  0.773347  Grid_-115_38  , 'Grid_-116_29':             Date         Time         Year         X        Y  Magnitude  \
12460 1984-12-16  23:01:45.00  1984.959551 -115.6298  29.8388       3.60   
13550 1987-05-13   8:46:57.00  1987.365939 -115.6298  29.8388       4.17   
13551 1987-05-14   8:49:37.00  1987.367798 -115.5699  29.8201       4.69   
13552 1987-05-14   8:49:57.00  1987.368027 -115.5380  29.7639       3.50   
13553 1987-05-14   8:50:01.00  1987.368070 -115.5024  29.7179       3.55   
...          ...          ...          ...       ...      ...        ...   
16421 1993-02-23   3:36:37.00  1993.150439 -115.6241  29.7811       4.12   
16422 1993-02-24   3:37:38.00  1993.151140 -115.6757  29.8105       4.02   
16423 1993-02-24   3:38:23.00  1993.151658 -115.6672  29.8649       3.52   
16424 1993-02-24   3:38:24.00  1993.151676 -115.6776  29.8969       3.47   
19720 1999-06-02  10:05:03.00  1999.420182 -115.6298  29.8388       3.13   

          Z\r    Energy    grid_label  
12460  4.2516  0.853956  Grid_-116_29  
13550  2.8296  0.951944  Grid_-116_29  
13551  3.0402  1.030288  Grid_-116_29  
13552  2.1769  0.835175  Grid_-116_29  
13553  2.2375  0.844632  Grid_-116_29  
...       ...       ...           ...  
16421  3.3676  0.943902  Grid_-116_29  
16422  2.4965  0.927521  Grid_-116_29  
16423  2.6771  0.838974  Grid_-116_29  
16424  2.5334  0.829436  Grid_-116_29  
19720  3.2523  0.760689  Grid_-116_29  

[102 rows x 9 columns], 'Grid_-116_30':             Date         Time         Year         X        Y  Magnitude  \
544   1961-03-19   5:08:42.00  1961.214383 -115.6070  30.7643       3.39   
667   1961-06-18  11:08:38.00  1961.464339 -115.4830  30.4220       3.78   
6944  1973-09-13  16:53:10.00  1973.703590 -115.4830  30.4220       3.05   
7651  1975-03-25   5:35:13.00  1975.232790 -115.3530  30.7450       3.31   
7652  1975-03-26   5:38:20.00  1975.234962 -115.3741  30.7807       3.31   
...          ...          ...          ...       ...      ...        ...   
28895 2017-05-01   7:58:53.00  2017.332565 -115.4017  30.8090       3.89   
28896 2017-05-05   8:16:03.00  2017.344484 -115.4200  30.8188       3.31   
28897 2017-05-06   8:18:59.00  2017.346527 -115.4385  30.8140       3.32   
29833 2019-03-26   5:37:29.00  2019.234373 -115.6140  30.2500       3.16   
30515 2020-06-14  10:55:29.00  2020.455205 -115.5350  30.2980       3.04   

           Z\r    Energy    grid_label  
544    17.2201  0.813887  Grid_-116_30  
667    13.8077  0.886483  Grid_-116_30  
6944    5.9165  0.743428  Grid_-116_30  
7651   13.9935  0.797965  Grid_-116_30  
7652   13.8305  0.797965  Grid_-116_30  
...        ...       ...           ...  
28895  17.6335  0.905606  Grid_-116_30  
28896  17.6300  0.797965  Grid_-116_30  
28897  13.2712  0.799977  Grid_-116_30  
29833  13.5334  0.767048  Grid_-116_30  
30515   4.0867  0.741238  Grid_-116_30  

[81 rows x 9 columns], 'Grid_-116_31':             Date         Time         Year         X        Y  Magnitude  \
289   1960-07-28  13:49:05.00  1960.575757 -115.0242  31.9023       3.10   
294   1960-07-31  14:00:34.00  1960.583733 -115.6963  31.7452       3.15   
322   1960-09-01  16:05:14.00  1960.670312 -115.7830  31.9230       3.07   
325   1960-09-03  16:12:04.00  1960.675054 -115.0127  31.8315       4.81   
378   1960-10-25  19:36:35.00  1960.817078 -115.6662  31.2697       3.69   
...          ...          ...          ...       ...      ...        ...   
31589 2022-08-27  15:44:08.00  2022.655655 -115.7552  31.4138       3.63   
31620 2022-09-22  17:26:51.00  2022.726985 -115.6670  31.2350       3.56   
31623 2022-09-23  17:32:02.00  2022.730584 -115.8100  31.7630       4.05   
31732 2022-12-15  23:00:18.00  2022.958546 -115.6300  31.2850       3.53   
31743 2022-12-24  23:34:10.00  2022.982071 -115.7750  31.8220       3.05   

           Z\r    Energy    grid_label  
289    18.3444  0.754268  Grid_-116_31  
294    19.0157  0.764935  Grid_-116_31  
322    19.7686  0.747785  Grid_-116_31  
325    19.7268  1.047131  Grid_-116_31  
378    13.5331  0.870418  Grid_-116_31  
...        ...       ...           ...  
31589   3.6240  0.859488  Grid_-116_31  
31620   3.5388  0.846507  Grid_-116_31  
31623   2.8403  0.932478  Grid_-116_31  
31732   5.4385  0.840865  Grid_-116_31  
31743   6.4473  0.743428  Grid_-116_31  

[783 rows x 9 columns], 'Grid_-116_32':             Date         Time         Year         X        Y  Magnitude  \
6     1960-01-02   0:11:24.00  1960.007924 -115.5757  32.9984       3.33   
11    1960-01-03   0:15:00.00  1960.010425 -115.6458  32.9994       3.50   
12    1960-01-04   0:16:00.00  1960.011119 -115.6709  32.9659       4.24   
14    1960-01-04   0:18:36.00  1960.012923 -115.7143  32.9740       3.54   
15    1960-01-04   0:18:47.00  1960.013053 -115.6745  32.9474       3.12   
...          ...          ...          ...       ...      ...        ...   
31744 2022-12-25  23:37:34.00  2022.984428 -115.8350  32.9910       3.89   
31746 2022-12-26  23:43:19.00  2022.988423 -115.0715  32.2152       3.47   
31751 2022-12-29  23:52:49.00  2022.995018 -115.5915  32.9208       3.00   
31752 2022-12-31   0:00:31.00  2023.000361 -115.6329  32.9102       3.13   
31753 2022-12-31   0:02:36.00  2023.001815 -115.6517  32.9682       3.82   

          Z\r    Energy    grid_label  
6      7.9606  0.801982  Grid_-116_32  
11     7.8105  0.835175  Grid_-116_32  
12     7.6460  0.963042  Grid_-116_32  
14     7.4251  0.842751  Grid_-116_32  
15     7.4107  0.758555  Grid_-116_32  
...       ...       ...           ...  
31744  6.9856  0.905606  Grid_-116_32  
31746  7.1755  0.829436  Grid_-116_32  
31751  9.2737  0.732408  Grid_-116_32  
31752  9.3678  0.760689  Grid_-116_32  
31753  9.7890  0.893500  Grid_-116_32  

[2322 rows x 9 columns], 'Grid_-116_33':             Date         Time         Year         X        Y  Magnitude  \
1     1960-01-02   0:08:49.00  1960.006125 -115.6222  33.0793       4.25   
2     1960-01-02   0:10:31.00  1960.007305 -115.6323  33.1220       3.03   
3     1960-01-02   0:10:32.00  1960.007320 -115.5851  33.0745       3.03   
4     1960-01-02   0:11:07.00  1960.007720 -115.6256  33.0290       3.08   
5     1960-01-02   0:11:17.00  1960.007840 -115.6050  33.0276       3.61   
...          ...          ...          ...       ...      ...        ...   
31548 2022-07-27  13:41:22.00  2022.570399 -115.6085  33.1852       3.43   
31580 2022-08-20  15:17:31.00  2022.637175 -115.7817  33.8875       3.09   
31601 2022-09-06  16:25:03.00  2022.684068 -115.5983  33.0713       3.53   
31631 2022-10-01  18:02:51.00  2022.751990 -115.7165  33.2302       3.05   
31729 2022-12-12  22:48:17.00  2022.950205 -115.6348  33.1400       3.65   

          Z\r    Energy    grid_label  
1      7.9322  0.964613  Grid_-116_33  
2      8.4015  0.739042  Grid_-116_33  
3      7.9678  0.739042  Grid_-116_33  
4      7.9737  0.749953  Grid_-116_33  
5      7.9322  0.855805  Grid_-116_33  
...       ...       ...           ...  
31548  9.1023  0.821707  Grid_-116_33  
31580  4.4978  0.752114  Grid_-116_33  
31601  0.0000  0.840865  Grid_-116_33  
31631  1.7416  0.743428  Grid_-116_33  
31729  6.2025  0.863151  Grid_-116_33  

[1182 rows x 9 columns], 'Grid_-116_34':            Date         Time         Year         X        Y  Magnitude  \
2246 1964-07-14  12:53:09.00  1964.536913 -115.7215  34.0222       4.69   
2249 1964-07-16  13:00:08.00  1964.541764 -115.6940  34.0193       3.10   
5711 1971-03-13   4:46:53.00  1971.199229 -115.9892  34.4077       3.07   
5713 1971-03-14   4:48:36.00  1971.200420 -115.9974  34.3334       3.89   
5714 1971-03-14   4:50:42.00  1971.201875 -115.9544  34.2913       3.35   
...         ...          ...          ...       ...      ...        ...   
5783 1971-05-02   8:01:49.00  1971.334595 -115.9044  34.5625       3.29   
5784 1971-05-02   8:04:43.00  1971.336617 -115.9129  34.5423       3.69   
5785 1971-05-04   8:09:36.00  1971.340002 -115.8905  34.5035       3.41   
5786 1971-05-04   8:11:09.00  1971.341083 -115.9222  34.4472       3.46   
5787 1971-05-05   8:13:12.00  1971.342500 -115.9350  34.4580       3.20   

          Z\r    Energy    grid_label  
2246   2.2910  1.030288  Grid_-116_34  
2249   2.0721  0.754268  Grid_-116_34  
5711  11.9760  0.747785  Grid_-116_34  
5713  12.4817  0.905606  Grid_-116_34  
5714  12.2984  0.805974  Grid_-116_34  
...       ...       ...           ...  
5783  18.2371  0.793925  Grid_-116_34  
5784  18.5708  0.870418  Grid_-116_34  
5785  18.2971  0.817808  Grid_-116_34  
5786  17.8136  0.827512  Grid_-116_34  
5787  17.4363  0.775434  Grid_-116_34  

[77 rows x 9 columns], 'Grid_-116_35':             Date         Time         Year         X        Y  Magnitude  \
899   1961-12-26  23:41:15.00  1961.986982 -115.7758  35.8945       3.41   
900   1961-12-26  23:42:36.00  1961.987928 -115.7576  35.8792       3.33   
901   1961-12-26  23:43:04.00  1961.988247 -115.7562  35.9207       3.96   
902   1961-12-27  23:44:51.00  1961.989482 -115.7321  35.9536       3.04   
903   1961-12-27  23:47:20.00  1961.991206 -115.7844  35.9436       3.17   
904   1961-12-28  23:48:37.00  1961.992097 -115.8000  35.9769       3.27   
906   1961-12-30  23:56:50.00  1961.997801 -115.6992  35.9563       3.02   
907   1961-12-31   0:01:09.00  1962.000806 -115.6683  35.9045       3.16   
908   1962-01-01   0:04:27.00  1962.003098 -115.7223  35.9241       3.52   
909   1962-01-02   0:09:29.00  1962.006590 -115.6798  35.9482       3.40   
910   1962-01-02   0:11:24.00  1962.007926 -115.6858  35.9926       3.59   
911   1962-01-04   0:17:38.00  1962.012256 -115.6760  35.9535       3.33   
13276 1986-09-27  17:47:03.00  1986.741013 -115.7758  35.8945       3.00   
19429 1998-10-31  20:02:47.00  1998.835268 -115.7758  35.8945       3.02   

           Z\r    Energy    grid_label  
899    19.4366  0.817808  Grid_-116_35  
900    18.8639  0.801982  Grid_-116_35  
901    18.8767  0.917496  Grid_-116_35  
902    18.8550  0.741238  Grid_-116_35  
903    18.6092  0.769154  Grid_-116_35  
904    18.2682  0.789860  Grid_-116_35  
906    18.4236  0.736838  Grid_-116_35  
907    19.0501  0.767048  Grid_-116_35  
908    19.2825  0.838974  Grid_-116_35  
909    18.5530  0.815850  Grid_-116_35  
910    17.4549  0.852101  Grid_-116_35  
911    17.8512  0.801982  Grid_-116_35  
13276   8.5534  0.732408  Grid_-116_35  
19429   2.9931  0.736838  Grid_-116_35  , 'Grid_-116_36':             Date         Time         Year         X        Y  Magnitude  \
905   1961-12-28  23:51:32.00  1961.994122 -115.7447  36.0152       3.24   
1379  1962-12-09  22:36:21.00  1962.941918 -115.8770  36.8200       3.05   
5793  1971-05-09   8:30:04.00  1971.354218 -115.9400  36.8410       4.94   
6334  1972-06-06  10:22:23.00  1972.432211 -115.7258  36.9487       3.22   
6591  1972-12-02  22:07:45.00  1972.922057 -115.8820  36.8050       3.27   
6732  1973-03-28   5:45:17.00  1973.239788 -115.8820  36.8050       3.62   
7319  1974-06-25  11:34:28.00  1974.482278 -115.8700  36.8180       3.24   
7408  1974-09-11  16:45:04.00  1974.697967 -115.8810  36.8170       4.26   
7412  1974-09-14  16:56:04.00  1974.705609 -115.8810  36.8170       3.16   
7529  1974-12-17  23:05:09.00  1974.961913 -115.7258  36.9487       3.00   
7605  1975-02-19   3:17:46.00  1975.137347 -115.9400  36.8410       3.20   
9543  1978-11-20  21:20:23.00  1978.889167 -115.7258  36.9487       3.22   
9657  1979-02-18   3:14:05.00  1979.134785 -115.9890  36.8160       3.18   
9663  1979-02-25   3:42:37.00  1979.154605 -115.9743  36.7711       3.79   
9664  1979-02-25   3:44:24.00  1979.155835 -115.9876  36.7827       3.00   
11595 1983-01-01   0:06:41.00  1983.004648 -115.9092  36.7304       3.23   
12467 1984-12-22  23:28:00.00  1984.977780 -115.8810  36.8170       4.34   
13505 1987-04-11   6:38:52.00  1987.276999 -115.8820  36.8050       3.73   
13535 1987-05-03   8:07:31.00  1987.338563 -115.8820  36.8050       4.02   
13739 1987-09-08  16:32:24.00  1987.689171 -115.9092  36.7304       3.21   
14476 1989-04-06   6:22:00.00  1989.265283 -115.9590  36.8170       3.11   
14853 1989-12-24  23:36:07.00  1989.983424 -115.9400  36.8410       3.49   
15174 1990-08-25  15:37:21.00  1990.650944 -115.8770  36.8200       3.09   
15498 1991-03-16   4:59:36.00  1991.208059 -115.8820  36.8050       3.50   
16099 1992-07-02  12:05:16.00  1992.503667 -115.8770  36.8200       3.24   
16697 1993-09-01  16:05:02.00  1993.670170 -115.8820  36.8050       3.12   
16914 1994-02-07   2:30:21.00  1994.104418 -115.0009  36.9522       4.05   
17093 1994-06-12  10:43:44.00  1994.447038 -115.8700  36.8180       3.37   
17250 1994-09-19  17:13:48.00  1994.717927 -115.9864  36.9475       4.80   
17760 1995-09-11  16:45:23.00  1995.698191 -115.9590  36.8170       3.95   
19520 1998-12-20  23:20:24.00  1998.972505 -115.8700  36.8180       3.53   
19724 1999-06-05  10:15:52.00  1999.427688 -115.9400  36.8410       3.44   
19791 1999-08-06  14:21:01.00  1999.597937 -115.9400  36.8410       3.04   
19819 1999-08-26  15:39:39.00  1999.652538 -115.8770  36.8200       3.01   
20733 2001-06-28  11:49:41.00  2001.492837 -115.8700  36.8180       3.16   
20763 2001-07-22  13:22:15.00  2001.557125 -115.9400  36.8410       3.80   
20803 2001-08-24  15:34:47.00  2001.649165 -115.9092  36.7304       3.37   
22477 2004-10-25  19:38:43.00  2004.818565 -115.9590  36.8170       4.04   
22661 2005-03-22   5:21:00.00  2005.222923 -115.9400  36.8410       3.44   
23085 2006-01-31   2:02:18.00  2006.084940 -115.7258  36.9487       3.86   
23190 2006-04-27   7:44:27.00  2006.322542 -115.8820  36.8050       3.23   
23233 2006-05-29   9:50:05.00  2006.409789 -115.8770  36.8200       3.84   
23607 2007-02-24   3:37:04.00  2007.150746 -115.9590  36.8170       3.05   
23642 2007-03-20   5:14:35.00  2007.218468 -115.8810  36.8170       3.44   
24251 2008-05-04   8:14:40.00  2008.343525 -115.7258  36.9487       3.07   
24509 2008-10-28  19:51:01.00  2008.827097 -115.9092  36.7304       3.04   
24640 2009-02-04   2:19:09.00  2009.096641 -115.7258  36.9487       3.03   
24641 2009-02-04   2:21:35.00  2009.098330 -115.6928  36.9083       4.21   
24642 2009-02-05   2:22:53.00  2009.099229 -115.7440  36.8699       3.49   
26117 2012-04-18   7:10:18.00  2012.298829 -115.8770  36.8200       3.43   
29366 2018-04-01   6:00:46.00  2018.250533 -115.9092  36.7304       3.16   
30689 2020-11-07  20:28:59.00  2020.853470 -115.7258  36.9487       3.68   
31616 2022-09-19  17:16:17.00  2022.719646 -115.9890  36.8160       3.99   

           Z\r    Energy    grid_label  
905    18.5728  0.783716  Grid_-116_36  
1379   20.0000  0.743428  Grid_-116_36  
5793   17.2757  1.064910  Grid_-116_36  
6334   14.7975  0.779588  Grid_-116_36  
6591    9.9078  0.789860  Grid_-116_36  
6732   16.0454  0.857649  Grid_-116_36  
7319   13.2781  0.783716  Grid_-116_36  
7408   20.0000  0.966179  Grid_-116_36  
7412   20.0000  0.767048  Grid_-116_36  
7529   14.9402  0.732408  Grid_-116_36  
7605   17.2520  0.775434  Grid_-116_36  
9543   16.5431  0.779588  Grid_-116_36  
9657   18.4279  0.771254  Grid_-116_36  
9663   15.1186  0.888244  Grid_-116_36  
9664   14.7839  0.732408  Grid_-116_36  
11595   5.2719  0.781655  Grid_-116_36  
12467   4.7202  0.978583  Grid_-116_36  
13505   7.7270  0.877605  Grid_-116_36  
13535   2.6703  0.927521  Grid_-116_36  
13739   5.3695  0.777514  Grid_-116_36  
14476  19.7460  0.756415  Grid_-116_36  
14853  11.9770  0.833268  Grid_-116_36  
15174  18.6053  0.752114  Grid_-116_36  
15498  16.5279  0.835175  Grid_-116_36  
16099  13.4072  0.783716  Grid_-116_36  
16697  20.0000  0.758555  Grid_-116_36  
16914   7.9518  0.932478  Grid_-116_36  
17093  10.7069  0.809942  Grid_-116_36  
17250  16.0845  1.045744  Grid_-116_36  
17760  14.6869  0.915810  Grid_-116_36  
19520   3.3126  0.840865  Grid_-116_36  
19724   2.2522  0.823648  Grid_-116_36  
19791   7.1537  0.741238  Grid_-116_36  
19819   3.0439  0.734627  Grid_-116_36  
20733  18.9494  0.767048  Grid_-116_36  
20763  19.0154  0.890001  Grid_-116_36  
20803  17.4612  0.809942  Grid_-116_36  
22477   4.9671  0.930830  Grid_-116_36  
22661   9.2179  0.823648  Grid_-116_36  
23085  15.3930  0.900445  Grid_-116_36  
23190   0.0765  0.781655  Grid_-116_36  
23233   4.4539  0.896982  Grid_-116_36  
23607  19.6343  0.743428  Grid_-116_36  
23642  19.1418  0.823648  Grid_-116_36  
24251  14.7887  0.747785  Grid_-116_36  
24509   9.7800  0.741238  Grid_-116_36  
24640   1.3751  0.739042  Grid_-116_36  
24641   1.4204  0.958308  Grid_-116_36  
24642   0.6519  0.833268  Grid_-116_36  
26117  13.6423  0.821707  Grid_-116_36  
29366   8.1706  0.767048  Grid_-116_36  
30689  14.9350  0.868609  Grid_-116_36  
31616   0.7717  0.922527  Grid_-116_36  , 'Grid_-116_37':             Date         Time         Year         X        Y  Magnitude  \
548   1961-03-21   5:17:41.00  1961.220621 -115.0120  37.0400       3.09   
1371  1962-12-06  22:23:05.00  1962.932703 -115.0800  37.2710       3.02   
1400  1962-12-26  23:42:22.00  1962.987764 -115.9730  37.8250       3.41   
1819  1963-11-04  20:15:13.00  1963.843911 -115.8172  37.7902       3.78   
2007  1964-04-02   6:08:29.00  1964.255895 -115.1570  37.2780       3.12   
...          ...          ...          ...       ...      ...        ...   
29746 2019-01-19   1:17:49.00  2019.054041 -115.2920  37.6590       3.29   
29764 2019-01-28   1:51:38.00  2019.077527 -115.1570  37.2780       4.02   
30750 2020-12-26  23:40:24.00  2020.986399 -115.2880  37.6150       3.18   
31542 2022-07-22  13:23:57.00  2022.558307 -115.9730  37.8250       3.94   
31748 2022-12-28  23:48:58.00  2022.992340 -115.9370  37.1600       3.63   

           Z\r    Energy    grid_label  
548    17.2740  0.752114  Grid_-116_37  
1371   19.5564  0.736838  Grid_-116_37  
1400   18.3445  0.817808  Grid_-116_37  
1819   10.7715  0.886483  Grid_-116_37  
2007    3.6288  0.758555  Grid_-116_37  
...        ...       ...           ...  
29746  15.0327  0.793925  Grid_-116_37  
29764  14.8124  0.927521  Grid_-116_37  
30750  15.5965  0.771254  Grid_-116_37  
31542   8.9200  0.914120  Grid_-116_37  
31748   7.7526  0.859488  Grid_-116_37  

[109 rows x 9 columns], 'Grid_-116_38':             Date         Time         Year         X        Y  Magnitude  \
7628  1975-03-09   4:28:24.00  1975.186400 -115.6390  38.6760       3.00   
9352  1978-06-23  11:27:09.00  1978.477193 -115.4114  38.6873       3.77   
12008 1983-11-15  20:59:04.00  1983.874355 -115.9815  38.8458       3.32   
15135 1990-07-24  13:31:22.00  1990.563453 -115.6390  38.6760       3.42   
21249 2002-07-09  12:32:46.00  2002.522758 -115.4114  38.6873       6.80   
24412 2008-09-03  16:14:20.00  2008.676631 -115.9798  38.8670       3.97   
25761 2011-07-13  12:45:34.00  2011.531647 -115.0492  38.0000       3.32   
25768 2011-07-15  12:54:28.00  2011.537834 -115.1460  38.0110       3.51   
25769 2011-07-16  12:57:28.00  2011.539914 -115.1423  38.0436       3.78   
30702 2020-11-18  21:12:41.00  2020.883812 -115.0492  38.0000       3.04   

           Z\r    Energy    grid_label  
7628   16.7834  0.732408  Grid_-116_38  
9352   12.5780  0.884717  Grid_-116_38  
12008   6.5501  0.799977  Grid_-116_38  
15135  18.2215  0.819760  Grid_-116_38  
21249   1.2709  1.277948  Grid_-116_38  
24412  11.1819  0.919177  Grid_-116_38  
25761   3.7480  0.799977  Grid_-116_38  
25768   3.1639  0.837077  Grid_-116_38  
25769   3.3785  0.886483  Grid_-116_38  
30702  13.2255  0.741238  Grid_-116_38  , 'Grid_-117_29':             Date         Time         Year         X        Y  Magnitude  \
1367  1962-12-02  22:08:13.00  1962.922376 -116.1180  29.4490       3.44   
7435  1974-09-28  17:52:59.00  1974.745130 -116.1288  29.9077       3.15   
7663  1975-04-04   6:14:13.00  1975.259882 -116.1180  29.4490       3.04   
8084  1975-12-31   0:00:45.00  1976.000522 -116.1288  29.9077       5.08   
8224  1976-03-29   5:50:51.00  1976.243650 -116.1180  29.4490       3.09   
12394 1984-10-20  19:18:08.00  1984.804263 -116.1288  29.9077       3.25   
19662 1999-04-07   6:24:17.00  1999.266872 -116.1288  29.9077       3.42   
24994 2009-11-03  20:14:56.00  2009.843710 -116.5540  29.5190       3.33   

           Z\r    Energy    grid_label  
1367   18.3295  0.823648  Grid_-117_29  
7435   19.2249  0.764935  Grid_-117_29  
7663   15.4801  0.741238  Grid_-117_29  
8084   13.8229  1.083541  Grid_-117_29  
8224    1.7094  0.752114  Grid_-117_29  
12394   2.0346  0.785770  Grid_-117_29  
19662   0.0000  0.819760  Grid_-117_29  
24994   5.7443  0.801982  Grid_-117_29  , 'Grid_-117_30':             Date         Time         Year         X        Y  Magnitude  \
285   1960-07-27  13:44:00.00  1960.572232 -116.2956  30.0427       3.26   
456   1961-01-01   0:07:31.00  1961.005230 -116.5547  30.4932       4.00   
778   1961-09-26  17:42:12.00  1961.737640 -116.4862  30.9238       3.11   
1963  1964-02-29   3:56:36.00  1964.164310 -116.2956  30.0427       4.95   
5870  1971-07-03  12:08:18.00  1971.505769 -116.8900  30.8700       3.22   
6211  1972-03-23   5:28:08.00  1972.227879 -116.5547  30.4932       3.22   
6217  1972-03-31   6:01:20.00  1972.250937 -116.4784  30.9783       4.37   
6560  1972-10-31  20:01:51.00  1972.834619 -116.4095  30.7774       3.34   
6933  1973-09-03  16:10:51.00  1973.674204 -116.4095  30.7774       3.52   
7208  1974-04-02   6:04:19.00  1974.253006 -116.5547  30.4932       3.05   
8723  1977-03-15   4:55:30.00  1977.205212 -116.8900  30.8700       3.08   
9532  1978-11-11  20:45:06.00  1978.864663 -117.0000  30.5000       3.39   
11777 1983-05-19   9:08:55.00  1983.381201 -116.4784  30.9783       3.11   
12344 1984-09-04  16:18:32.00  1984.679538 -116.4095  30.7774       3.47   
12387 1984-10-15  18:58:52.00  1984.790882 -116.4095  30.7774       3.61   
12522 1985-01-28   1:54:08.00  1985.079266 -116.3895  30.8464       4.66   
12704 1985-06-19  11:10:42.00  1985.465769 -116.4784  30.9783       3.07   
14918 1990-02-09   2:40:03.00  1990.111152 -116.3820  30.3660       3.38   
15031 1990-05-10   8:33:24.00  1990.356534 -117.0000  30.5000       3.04   
15052 1990-05-24   9:29:38.00  1990.395587 -116.8900  30.8700       3.00   
15605 1991-06-12  10:44:28.00  1991.447556 -116.3895  30.8464       3.68   
16720 1993-09-22  17:26:06.00  1993.726466 -116.4784  30.9783       3.32   
17828 1995-10-27  19:47:08.00  1995.824404 -116.4862  30.9238       3.08   
17887 1995-12-12  22:46:23.00  1995.948888 -116.4784  30.9783       3.17   
18795 1997-08-16  14:59:48.00  1997.624873 -116.5547  30.4932       3.73   
18803 1997-08-21  15:22:55.00  1997.640925 -116.5547  30.4932       4.17   
19933 1999-12-04  22:14:59.00  1999.927074 -116.3907  30.7936       3.00   
21133 2002-04-21   7:19:09.00  2002.304971 -116.3895  30.8464       3.43   
22473 2004-10-21  19:24:05.00  2004.808400 -116.4784  30.9783       3.09   
22986 2005-11-27  21:47:22.00  2005.907902 -116.4784  30.9783       3.14   
23242 2006-06-07  10:26:38.00  2006.435169 -116.8900  30.8700       3.38   
23801 2007-06-17  11:04:22.00  2007.461371 -116.3895  30.8464       3.64   
24313 2008-06-22  11:25:08.00  2008.475796 -116.3907  30.7936       3.13   
24917 2009-09-08  16:30:45.00  2009.688031 -117.0000  30.5000       3.55   
25086 2010-01-02   0:10:08.00  2010.007042 -117.0000  30.5000       3.51   
25593 2011-02-27   3:49:27.00  2011.159351 -116.4862  30.9238       3.12   
25594 2011-02-28   3:55:44.00  2011.163709 -116.4340  30.9513       3.20   
25595 2011-03-01   3:59:38.00  2011.166421 -116.4080  30.9627       3.43   
25596 2011-03-03   4:05:41.00  2011.170616 -116.3494  30.9972       3.78   
25624 2011-03-28   5:44:04.00  2011.238938 -116.4095  30.7774       3.14   
25885 2011-10-14  18:52:30.00  2011.786467 -116.5547  30.4932       3.01   
25892 2011-10-20  19:16:37.00  2011.803207 -116.3907  30.7936       3.71   
25893 2011-10-20  19:16:46.00  2011.803317 -116.4124  30.8140       4.44   
25894 2011-10-20  19:16:55.00  2011.803423 -116.4452  30.8400       3.20   
25895 2011-10-20  19:18:17.00  2011.804372 -116.4623  30.8589       3.40   
25896 2011-10-21  19:20:19.00  2011.805780 -116.5117  30.8701       3.40   
26104 2012-04-08   6:32:03.00  2012.272267 -116.2956  30.0427       3.03   
26105 2012-04-08   6:32:25.00  2012.272523 -116.2563  30.0918       3.22   
26106 2012-04-08   6:33:09.00  2012.273026 -116.2107  30.0873       3.95   
26107 2012-04-09   6:36:33.00  2012.275388 -116.2521  30.0958       4.02   
26315 2012-09-04  16:17:42.00  2012.678959 -116.8900  30.8700       3.59   
26394 2012-11-07  20:29:05.00  2012.853540 -116.3907  30.7936       3.67   
29476 2018-06-23  11:29:17.00  2018.478670 -117.0000  30.5000       3.37   
29733 2019-01-09   0:36:09.00  2019.025114 -117.0000  30.5000       3.09   
30562 2020-07-20  13:18:22.00  2020.554426 -116.4784  30.9783       3.42   

           Z\r    Energy    grid_label  
285    18.7331  0.787818  Grid_-117_30  
456    19.2964  0.924196  Grid_-117_30  
778    10.4778  0.756415  Grid_-117_30  
1963    5.1971  1.066258  Grid_-117_30  
5870   17.0366  0.779588  Grid_-117_30  
6211   19.9986  0.779588  Grid_-117_30  
6217   20.0000  0.983175  Grid_-117_30  
6560    8.4161  0.803981  Grid_-117_30  
6933    3.7792  0.838974  Grid_-117_30  
7208   17.9083  0.743428  Grid_-117_30  
8723    4.1722  0.749953  Grid_-117_30  
9532   18.3781  0.813887  Grid_-117_30  
11777   3.2239  0.756415  Grid_-117_30  
12344   0.4642  0.829436  Grid_-117_30  
12387   1.0518  0.855805  Grid_-117_30  
12522   7.5227  1.026010  Grid_-117_30  
12704  20.0000  0.747785  Grid_-117_30  
14918  17.7174  0.811917  Grid_-117_30  
15031  17.5098  0.741238  Grid_-117_30  
15052  13.6147  0.732408  Grid_-117_30  
15605   2.4906  0.868609  Grid_-117_30  
16720  16.4166  0.799977  Grid_-117_30  
17828  18.4085  0.749953  Grid_-117_30  
17887   8.9812  0.769154  Grid_-117_30  
18795  12.4151  0.877605  Grid_-117_30  
18803  12.6828  0.951944  Grid_-117_30  
19933  12.2773  0.732408  Grid_-117_30  
21133   6.4564  0.821707  Grid_-117_30  
22473   2.1838  0.752114  Grid_-117_30  
22986  15.1348  0.762815  Grid_-117_30  
23242   4.6480  0.811917  Grid_-117_30  
23801  15.6744  0.861322  Grid_-117_30  
24313  13.7709  0.760689  Grid_-117_30  
24917   5.1623  0.844632  Grid_-117_30  
25086   9.2393  0.837077  Grid_-117_30  
25593   2.2821  0.758555  Grid_-117_30  
25594   0.9063  0.775434  Grid_-117_30  
25595   1.2596  0.821707  Grid_-117_30  
25596   0.6379  0.886483  Grid_-117_30  
25624   2.6489  0.762815  Grid_-117_30  
25885   0.0000  0.734627  Grid_-117_30  
25892   2.1658  0.874021  Grid_-117_30  
25893   2.6825  0.993770  Grid_-117_30  
25894   2.7212  0.775434  Grid_-117_30  
25895   2.7523  0.815850  Grid_-117_30  
25896   2.3451  0.815850  Grid_-117_30  
26104  16.1476  0.739042  Grid_-117_30  
26105  17.1933  0.779588  Grid_-117_30  
26106  17.2259  0.915810  Grid_-117_30  
26107  17.3936  0.927521  Grid_-117_30  
26315   0.9350  0.852101  Grid_-117_30  
26394  10.2203  0.866794  Grid_-117_30  
29476  12.1458  0.809942  Grid_-117_30  
29733  12.3593  0.752114  Grid_-117_30  
30562   2.6105  0.819760  Grid_-117_30  , 'Grid_-117_31':             Date         Time         Year         X        Y  Magnitude  \
534   1961-03-07   4:22:11.00  1961.182075 -116.4390  31.6387       3.07   
622   1961-05-15   8:54:27.00  1961.371148 -116.2500  31.6500       3.65   
656   1961-06-08  10:28:38.00  1961.436554 -116.7617  31.9075       3.25   
664   1961-06-14  10:54:47.00  1961.454719 -116.2078  31.6503       3.04   
762   1961-09-13  16:50:54.00  1961.702021 -116.0158  31.8105       3.54   
...          ...          ...          ...       ...      ...        ...   
30711 2020-11-25  21:39:40.00  2020.902547 -116.3625  31.8383       4.19   
30744 2020-12-17  23:05:03.00  2020.961847 -116.1633  31.7437       3.43   
30794 2021-02-06   2:26:57.00  2021.102059 -116.1777  31.8407       3.58   
31590 2022-08-27  15:45:38.00  2022.656691 -116.2230  31.9385       3.23   
31611 2022-09-13  16:52:41.00  2022.703261 -116.0158  31.8105       3.00   

           Z\r    Energy    grid_label  
534    20.0000  0.747785  Grid_-117_31  
622    11.4836  0.863151  Grid_-117_31  
656    14.5918  0.785770  Grid_-117_31  
664    14.4904  0.741238  Grid_-117_31  
762    10.9981  0.842751  Grid_-117_31  
...        ...       ...           ...  
30711  12.2923  0.955134  Grid_-117_31  
30744  18.7721  0.821707  Grid_-117_31  
30794  13.7472  0.850242  Grid_-117_31  
31590   3.7544  0.781655  Grid_-117_31  
31611   1.5970  0.732408  Grid_-117_31  

[365 rows x 9 columns], 'Grid_-117_32':             Date         Time         Year         X        Y  Magnitude  \
581   1961-04-18   7:09:21.00  1961.298164 -116.8375  32.0152       3.29   
684   1961-07-09  12:30:45.00  1961.521360 -116.2388  32.9967       3.01   
730   1961-08-14  14:51:57.00  1961.619410 -116.1610  32.5910       3.29   
739   1961-08-20  15:18:05.00  1961.637563 -116.2248  32.0493       3.11   
764   1961-09-15  17:00:40.00  1961.708799 -116.8897  32.2507       3.38   
...          ...          ...          ...       ...      ...        ...   
29768 2019-01-31   2:06:11.00  2019.087639 -116.1105  32.6753       3.59   
29885 2019-04-27   7:44:18.00  2019.322432 -116.1105  32.6753       3.00   
29903 2019-05-07   8:24:45.00  2019.350530 -116.0528  32.6952       3.12   
30480 2020-05-22   9:24:10.00  2020.391786 -116.2772  32.1773       3.31   
30791 2021-02-02   2:13:04.00  2021.092409 -116.2650  32.8610       3.50   

           Z\r    Energy    grid_label  
581    18.1097  0.793925  Grid_-117_32  
684    12.2793  0.734627  Grid_-117_32  
730    15.6304  0.793925  Grid_-117_32  
739    15.0882  0.756415  Grid_-117_32  
764    12.5212  0.811917  Grid_-117_32  
...        ...       ...           ...  
29768  13.6576  0.852101  Grid_-117_32  
29885  19.5409  0.732408  Grid_-117_32  
29903  15.7246  0.758555  Grid_-117_32  
30480   9.0892  0.797965  Grid_-117_32  
30791  16.8752  0.835175  Grid_-117_32  

[291 rows x 9 columns], 'Grid_-117_33':             Date         Time         Year         X        Y  Magnitude  \
240   1960-06-28  11:51:04.00  1960.493799 -116.3060  33.9370       3.56   
313   1960-08-22  15:26:58.00  1960.643729 -116.2880  33.9050       3.30   
318   1960-08-27  15:46:19.00  1960.657171 -116.6470  33.9930       3.46   
329   1960-09-04  16:19:38.00  1960.680306 -116.9904  33.9151       3.26   
335   1960-09-11  16:45:08.00  1960.698016 -116.0710  33.1360       3.07   
...          ...          ...          ...       ...      ...        ...   
31630 2022-10-01  18:01:51.00  2022.751295 -116.5790  33.9770       3.92   
31719 2022-12-04  22:17:08.00  2022.928567 -116.2118  33.8718       3.42   
31726 2022-12-09  22:35:08.00  2022.941072 -116.1480  33.2113       3.45   
31737 2022-12-18  23:11:17.00  2022.966180 -116.3170  33.9560       3.86   
31739 2022-12-19  23:15:32.00  2022.969126 -116.3953  33.9527       3.04   

           Z\r    Energy    grid_label  
240    17.6577  0.846507  Grid_-117_33  
313    20.0000  0.795948  Grid_-117_33  
318    20.0000  0.827512  Grid_-117_33  
329    18.7767  0.787818  Grid_-117_33  
335    19.8373  0.747785  Grid_-117_33  
...        ...       ...           ...  
31630   1.7685  0.910728  Grid_-117_33  
31719   2.0989  0.819760  Grid_-117_33  
31726   4.8860  0.825583  Grid_-117_33  
31737   5.2595  0.900445  Grid_-117_33  
31739   4.7858  0.741238  Grid_-117_33  

[2363 rows x 9 columns], 'Grid_-117_34':             Date         Time         Year         X        Y  Magnitude  \
244   1960-07-01  12:00:31.00  1960.500362 -116.9418  34.2875       3.59   
247   1960-07-01  12:02:15.00  1960.501564 -116.2428  34.6943       3.15   
251   1960-07-05  12:17:59.00  1960.512495 -116.3410  34.8130       3.12   
256   1960-07-11  12:41:13.00  1960.528626 -116.3720  34.8030       3.19   
282   1960-07-25  13:37:26.00  1960.567672 -116.3002  34.6270       3.43   
...          ...          ...          ...       ...      ...        ...   
31706 2022-11-25  21:41:29.00  2022.903817 -116.8580  34.3242       3.21   
31720 2022-12-05  22:20:42.00  2022.931052 -116.6360  34.6010       3.10   
31730 2022-12-14  22:52:58.00  2022.953458 -116.4727  34.0605       3.00   
31747 2022-12-27  23:44:58.00  2022.989564 -116.6150  34.0160       3.37   
31750 2022-12-29  23:52:28.00  2022.994776 -116.1332  34.3592       5.09   

           Z\r    Energy    grid_label  
244    20.0000  0.852101  Grid_-117_34  
247    19.5990  0.764935  Grid_-117_34  
251    20.0000  0.758555  Grid_-117_34  
256    19.3136  0.773347  Grid_-117_34  
282    17.4888  0.821707  Grid_-117_34  
...        ...       ...           ...  
31706   0.7679  0.777514  Grid_-117_34  
31720   3.4776  0.754268  Grid_-117_34  
31730   5.3898  0.732408  Grid_-117_34  
31747   7.2534  0.809942  Grid_-117_34  
31750   9.1671  1.084852  Grid_-117_34  

[3153 rows x 9 columns], 'Grid_-117_35':             Date         Time         Year         X        Y  Magnitude  \
357   1960-10-06  18:21:54.00  1960.765214 -116.9697  35.0975       4.13   
436   1960-12-15  22:57:54.00  1960.956877 -116.8000  35.3620       3.58   
1022  1962-03-28   5:44:26.00  1962.239193 -116.9848  35.4144       3.08   
1028  1962-04-05   6:18:13.00  1962.262662 -116.9891  35.2663       3.80   
1256  1962-09-16  17:02:39.00  1962.710175 -116.9223  35.9043       3.00   
...          ...          ...          ...       ...      ...        ...   
26950 2013-12-03  22:12:48.00  2013.925558 -116.9697  35.0975       4.03   
30008 2019-07-06  12:20:35.00  2019.514297 -116.9730  35.0260       3.25   
30493 2020-06-01  10:02:43.00  2020.418556 -116.9680  35.0250       3.34   
30591 2020-08-15  14:59:09.00  2020.624418 -116.9223  35.9043       3.44   
31715 2022-12-01  22:04:32.00  2022.919817 -116.9697  35.0975       3.02   

           Z\r    Energy    grid_label  
357    13.7025  0.945518  Grid_-117_35  
436    17.8043  0.850242  Grid_-117_35  
1022   15.2530  0.749953  Grid_-117_35  
1028   12.0802  0.890001  Grid_-117_35  
1256   17.5960  0.732408  Grid_-117_35  
...        ...       ...           ...  
26950   0.0000  0.929178  Grid_-117_35  
30008  13.8451  0.785770  Grid_-117_35  
30493   7.7519  0.803981  Grid_-117_35  
30591   5.8334  0.823648  Grid_-117_35  
31715   1.2991  0.736838  Grid_-117_35  

[521 rows x 9 columns], 'Grid_-117_36':             Date         Time         Year        X       Y  Magnitude  \
803   1961-10-14  18:53:28.00  1961.787137 -116.148  36.648       3.06   
867   1961-11-25  21:40:54.00  1961.903409 -116.005  36.983       3.13   
885   1961-12-11  22:43:59.00  1961.947222 -116.238  36.686       3.45   
1957  1964-02-24   3:38:38.00  1964.151839 -116.328  36.604       3.16   
6134  1972-01-26   1:42:18.00  1972.071047 -116.283  36.689       4.63   
...          ...          ...          ...      ...     ...        ...   
26991 2013-12-31   0:02:58.00  2014.002061 -116.283  36.689       3.49   
27546 2015-01-26   1:46:12.00  2015.073754 -116.249  36.864       3.41   
29888 2019-04-30   7:56:35.00  2019.330963 -116.293  36.705       3.54   
30485 2020-05-26   9:40:14.00  2020.402949 -116.249  36.864       3.82   
30538 2020-06-30  11:59:23.00  2020.499573 -116.283  36.689       3.62   

           Z\r    Energy    grid_label  
803    15.9989  0.745610  Grid_-117_36  
867    17.0221  0.760689  Grid_-117_36  
885    17.5389  0.825583  Grid_-117_36  
1957    7.5117  0.767048  Grid_-117_36  
6134   18.1910  1.021705  Grid_-117_36  
...        ...       ...           ...  
26991   5.8061  0.833268  Grid_-117_36  
27546   6.3988  0.817808  Grid_-117_36  
29888  19.9029  0.842751  Grid_-117_36  
30485   5.8360  0.893500  Grid_-117_36  
30538   3.6125  0.857649  Grid_-117_36  

[82 rows x 9 columns], 'Grid_-117_37':             Date         Time         Year         X        Y  Magnitude  \
431   1960-12-11  22:41:46.00  1960.945673 -116.3660  37.2940       3.15   
433   1960-12-13  22:49:46.00  1960.951231 -116.0550  37.1130       3.13   
434   1960-12-13  22:50:50.00  1960.951975 -116.1630  37.2350       3.19   
555   1961-03-28   5:46:30.00  1961.240631 -116.0495  37.7908       4.08   
740   1961-08-21  15:21:19.00  1961.639807 -116.3580  37.3060       3.45   
...          ...          ...          ...       ...      ...        ...   
30068 2019-08-18  15:08:34.00  2019.630960 -116.4600  37.3010       3.15   
30170 2019-10-25  19:39:31.00  2019.819111 -116.1297  37.4823       3.37   
30582 2020-08-07  14:28:14.00  2020.602949 -116.0320  37.0950       3.23   
30746 2020-12-24  23:34:24.00  2020.982222 -116.1660  37.2360       3.27   
31555 2022-08-01  14:02:37.00  2022.585155 -116.4150  37.1070       3.26   

           Z\r    Energy    grid_label  
431    18.2192  0.764935  Grid_-117_37  
433    18.7765  0.760689  Grid_-117_37  
434    18.5785  0.773347  Grid_-117_37  
555    17.9153  0.937398  Grid_-117_37  
740    14.6063  0.825583  Grid_-117_37  
...        ...       ...           ...  
30068  14.0682  0.764935  Grid_-117_37  
30170  14.5353  0.809942  Grid_-117_37  
30582   8.3018  0.781655  Grid_-117_37  
30746  16.1992  0.789860  Grid_-117_37  
31555   8.5838  0.787818  Grid_-117_37  

[231 rows x 9 columns], 'Grid_-117_38':             Date         Time         Year         X        Y  Magnitude  \
1207  1962-08-18  15:07:43.00  1962.630359 -116.0800  38.4440       4.40   
1528  1963-03-25   5:35:06.00  1963.232719 -116.0800  38.4440       3.61   
6587  1972-11-27  21:49:35.00  1972.909443 -116.0800  38.4440       3.94   
6995  1973-10-27  19:43:38.00  1973.821976 -116.4300  38.9100       3.39   
8329  1976-06-16  11:04:45.00  1976.461636 -116.4300  38.9100       3.30   
8800  1977-05-21   9:16:47.00  1977.386657 -116.7295  38.1672       3.33   
11707 1983-03-31   5:56:38.00  1983.247666 -116.0800  38.4440       3.97   
11791 1983-05-28   9:47:32.00  1983.408012 -116.7295  38.1672       3.73   
11797 1983-06-03  10:10:59.00  1983.424303 -116.7295  38.1672       3.32   
12007 1983-11-15  20:58:35.00  1983.874027 -116.0170  38.8670       4.28   
12342 1984-09-02  16:09:33.00  1984.673301 -116.0800  38.4440       3.32   
12437 1984-11-26  21:46:00.00  1984.906953 -116.4300  38.9100       4.04   
12508 1985-01-19   1:14:59.00  1985.052077 -116.4300  38.9100       3.67   
15497 1991-03-15   4:54:20.00  1991.204409 -116.0800  38.4440       3.56   
19005 1998-02-05   2:22:31.00  1998.098976 -116.7295  38.1672       3.16   
20404 2000-11-03  20:13:58.00  2000.843038 -116.6339  38.3960       3.74   
20644 2001-05-04   8:11:09.00  2001.341081 -116.1920  38.4930       3.14   
20659 2001-05-14   8:49:22.00  2001.367619 -116.4300  38.9100       3.02   
21076 2002-03-03   4:06:30.00  2002.171182 -116.0170  38.8670       3.11   
23092 2006-02-05   2:25:41.00  2006.101170 -116.7295  38.1672       3.62   
23813 2007-06-23  11:29:51.00  2007.479066 -116.0170  38.8670       3.68   
24170 2008-02-23   3:34:53.00  2008.149234 -116.4300  38.9100       3.71   
24211 2008-03-30   5:54:57.00  2008.246501 -116.0800  38.4440       3.75   
24403 2008-08-28  15:50:43.00  2008.660230 -116.0170  38.8670       3.38   
24404 2008-08-29  15:52:39.00  2008.661571 -116.0754  38.9238       3.26   
24405 2008-08-29  15:52:42.00  2008.661609 -116.0331  38.8809       3.24   
24406 2008-08-29  15:54:49.00  2008.663072 -116.0925  38.8320       3.67   
24407 2008-08-30  15:56:40.00  2008.664352 -116.0471  38.7969       3.53   
24408 2008-08-31  16:00:30.00  2008.667025 -116.0944  38.8171       3.45   
24409 2008-09-01  16:05:06.00  2008.670211 -116.0462  38.8470       3.78   
24410 2008-09-01  16:06:20.00  2008.671072 -116.0197  38.8496       3.37   
24411 2008-09-03  16:12:27.00  2008.675314 -116.0208  38.8842       3.85   
24413 2008-09-04  16:19:17.00  2008.680067 -116.0220  38.8164       3.21   
25006 2009-11-11  20:43:52.00  2009.863797 -116.4300  38.9100       3.10   
25968 2011-12-14  22:54:50.00  2011.954751 -116.6339  38.3960       3.00   

           Z\r    Energy    grid_label  
1207   20.0000  0.987736  Grid_-117_38  
1528    3.5934  0.855805  Grid_-117_38  
6587   13.1259  0.914120  Grid_-117_38  
6995    6.7687  0.813887  Grid_-117_38  
8329    3.3819  0.795948  Grid_-117_38  
8800    3.4047  0.801982  Grid_-117_38  
11707   0.8414  0.919177  Grid_-117_38  
11791   4.0184  0.877605  Grid_-117_38  
11797   5.1059  0.799977  Grid_-117_38  
12007   6.3941  0.969302  Grid_-117_38  
12342   2.0490  0.799977  Grid_-117_38  
12437   0.6545  0.930830  Grid_-117_38  
12508   8.4665  0.866794  Grid_-117_38  
15497  16.3373  0.846507  Grid_-117_38  
19005   3.8926  0.767048  Grid_-117_38  
20404  11.3262  0.879390  Grid_-117_38  
20644   8.7763  0.762815  Grid_-117_38  
20659   8.4148  0.736838  Grid_-117_38  
21076  18.2895  0.756415  Grid_-117_38  
23092  17.0990  0.857649  Grid_-117_38  
23813  18.8201  0.868609  Grid_-117_38  
24170  18.9728  0.874021  Grid_-117_38  
24211  14.8611  0.881171  Grid_-117_38  
24403  13.8956  0.811917  Grid_-117_38  
24404  13.7129  0.787818  Grid_-117_38  
24405  13.1775  0.783716  Grid_-117_38  
24406  13.1771  0.866794  Grid_-117_38  
24407  13.7510  0.840865  Grid_-117_38  
24408  13.9663  0.825583  Grid_-117_38  
24409  13.2697  0.886483  Grid_-117_38  
24410  13.5722  0.809942  Grid_-117_38  
24411  13.2920  0.898715  Grid_-117_38  
24413  11.1203  0.777514  Grid_-117_38  
25006   9.0546  0.754268  Grid_-117_38  
25968   8.4021  0.732408  Grid_-117_38  , 'Grid_-118_31':             Date         Time         Year         X        Y  Magnitude  \
753   1961-09-01  16:03:28.00  1961.669083 -117.1712  31.6408       3.29   
869   1961-11-27  21:49:36.00  1961.909445 -117.2357  31.8693       3.13   
1837  1963-11-17  21:10:04.00  1963.881998 -117.2968  31.9748       3.03   
6154  1972-02-10   2:42:06.00  1972.112572 -117.2968  31.9748       3.18   
6604  1972-12-11  22:42:58.00  1972.946511 -117.4245  31.8515       3.41   
8585  1976-11-26  21:43:45.00  1976.905387 -117.4245  31.8515       3.26   
8758  1977-04-15   6:55:08.00  1977.288297 -117.1712  31.6408       3.64   
10172 1980-03-27   5:44:30.00  1980.239243 -117.1712  31.6408       3.36   
10226 1980-05-17   9:06:34.00  1980.379562 -117.2357  31.8693       3.51   
11822 1983-06-19  11:13:11.00  1983.467491 -117.4245  31.8515       3.10   
12774 1985-08-11  14:42:25.00  1985.612800 -117.2968  31.9748       3.10   
13778 1987-10-06  18:22:02.00  1987.765310 -117.2357  31.8693       3.37   
15669 1991-08-04  14:15:21.00  1991.594003 -117.2357  31.8693       3.36   
16352 1992-12-27  23:46:36.00  1992.990696 -117.4245  31.8515       3.19   
17296 1994-10-19  19:14:53.00  1994.802003 -117.4245  31.8515       3.57   
19313 1998-08-11  14:42:12.00  1998.612640 -117.1712  31.6408       3.74   
20283 2000-08-07  14:28:41.00  2000.603260 -117.4245  31.8515       3.20   
23153 2006-03-27   5:42:10.00  2006.237625 -117.3587  31.9614       3.36   
23154 2006-03-27   5:42:39.00  2006.237958 -117.3340  31.9387       3.07   
23155 2006-03-28   5:47:03.00  2006.241018 -117.3507  31.9240       3.16   
23156 2006-03-29   5:51:01.00  2006.243764 -117.3961  31.9109       3.06   
23157 2006-03-30   5:52:09.00  2006.244558 -117.4215  31.8646       3.51   
23158 2006-03-31   5:56:10.00  2006.247346 -117.4291  31.8839       3.92   
23159 2006-04-01   6:01:10.00  2006.250817 -117.4691  31.9347       3.00   
23160 2006-04-02   6:06:37.00  2006.254597 -117.4629  31.9617       3.41   
23161 2006-04-03   6:09:46.00  2006.256793 -117.4230  31.9645       3.09   
23162 2006-04-05   6:15:36.00  2006.260844 -117.3929  31.9855       3.49   
24644 2009-02-05   2:23:47.00  2009.099856 -117.2357  31.8693       3.65   
27562 2015-02-09   2:39:51.00  2015.111007 -117.2968  31.9748       3.14   
29434 2018-05-21   9:19:32.00  2018.388570 -117.1712  31.6408       3.67   
29783 2019-02-13   2:54:43.00  2019.121336 -117.1712  31.6408       3.20   
31596 2022-09-02  16:09:16.00  2022.673104 -117.2357  31.8693       3.02   

           Z\r    Energy    grid_label  
753    12.8005  0.793925  Grid_-118_31  
869    16.9585  0.760689  Grid_-118_31  
1837    7.2808  0.739042  Grid_-118_31  
6154   20.0000  0.771254  Grid_-118_31  
6604    7.6310  0.817808  Grid_-118_31  
8585    4.3874  0.787818  Grid_-118_31  
8758    4.2680  0.861322  Grid_-118_31  
10172  13.2304  0.807961  Grid_-118_31  
10226  13.6271  0.837077  Grid_-118_31  
11822   4.0699  0.754268  Grid_-118_31  
12774  14.6477  0.754268  Grid_-118_31  
13778   0.1900  0.809942  Grid_-118_31  
15669   0.2490  0.807961  Grid_-118_31  
16352   3.6872  0.773347  Grid_-118_31  
17296  18.5414  0.848377  Grid_-118_31  
19313   6.5792  0.879390  Grid_-118_31  
20283   6.6125  0.775434  Grid_-118_31  
23153   1.4241  0.807961  Grid_-118_31  
23154   1.3022  0.747785  Grid_-118_31  
23155   1.3497  0.767048  Grid_-118_31  
23156   0.0230  0.745610  Grid_-118_31  
23157   0.3563  0.837077  Grid_-118_31  
23158   0.0497  0.910728  Grid_-118_31  
23159   0.9275  0.732408  Grid_-118_31  
23160   0.0000  0.817808  Grid_-118_31  
23161   1.0467  0.752114  Grid_-118_31  
23162   0.0000  0.833268  Grid_-118_31  
24644   0.1993  0.863151  Grid_-118_31  
27562   4.8031  0.762815  Grid_-118_31  
29434   8.9615  0.866794  Grid_-118_31  
29783  14.3639  0.775434  Grid_-118_31  
31596   1.9400  0.736838  Grid_-118_31  , 'Grid_-118_32':             Date         Time         Year         X        Y  Magnitude  \
321   1960-08-30  15:57:16.00  1960.664775 -117.3407  32.7670       3.42   
454   1961-01-01   0:05:27.00  1961.003796 -117.7360  32.9480       3.52   
517   1961-02-24   3:37:01.00  1961.150710 -117.6125  32.2122       3.00   
703   1961-07-24  13:30:39.00  1961.562957 -117.8010  32.9850       3.24   
1313  1962-10-24  19:32:31.00  1962.814254 -117.3840  32.0157       3.13   
...          ...          ...          ...       ...      ...        ...   
30136 2019-10-01  18:01:43.00  2019.751192 -117.9142  32.3428       4.31   
30181 2019-11-05  20:21:08.00  2019.848016 -117.3840  32.0157       3.57   
30570 2020-07-26  13:41:08.00  2020.570241 -117.3407  32.7670       3.02   
30603 2020-08-28  15:49:10.00  2020.659154 -117.6340  32.1000       3.29   
30785 2021-01-28   1:53:07.00  2021.078557 -117.6340  32.1000       3.00   

           Z\r    Energy    grid_label  
321    19.8552  0.819760  Grid_-118_32  
454    18.6750  0.838974  Grid_-118_32  
517    19.4469  0.732408  Grid_-118_32  
703    13.1310  0.783716  Grid_-118_32  
1313   15.9749  0.760689  Grid_-118_32  
...        ...       ...           ...  
30136  12.8708  0.973959  Grid_-118_32  
30181  16.1386  0.848377  Grid_-118_32  
30570   5.4231  0.736838  Grid_-118_32  
30603   6.5554  0.793925  Grid_-118_32  
30785  12.4950  0.732408  Grid_-118_32  

[123 rows x 9 columns], 'Grid_-118_33':             Date         Time         Year         X        Y  Magnitude  \
326   1960-09-03  16:14:42.00  1960.676882 -117.0758  33.9530       3.79   
327   1960-09-04  16:18:03.00  1960.679213 -117.0702  33.9209       3.31   
328   1960-09-04  16:18:37.00  1960.679604 -117.0231  33.8862       3.37   
330   1960-09-06  16:24:02.00  1960.683361 -117.0307  33.8773       3.09   
540   1961-03-13   4:44:13.00  1961.197378 -117.8960  33.9720       3.24   
...          ...          ...          ...       ...      ...        ...   
30220 2019-12-09  22:33:29.00  2019.939926 -117.8150  33.0050       3.13   
30523 2020-06-19  11:15:59.00  2020.469441 -117.8923  33.9613       3.17   
30599 2020-08-26  15:41:51.00  2020.654066 -117.9840  33.6710       3.14   
30722 2020-12-03  22:10:01.00  2020.923629 -117.9158  33.9325       3.49   
31716 2022-12-02  22:06:22.00  2022.921095 -117.9907  33.9915       3.90   

           Z\r    Energy    grid_label  
326    19.6618  0.888244  Grid_-118_33  
327    19.8833  0.797965  Grid_-118_33  
328    18.9134  0.809942  Grid_-118_33  
330    18.6646  0.752114  Grid_-118_33  
540    20.0000  0.783716  Grid_-118_33  
...        ...       ...           ...  
30220  15.1844  0.760689  Grid_-118_33  
30523   3.3882  0.769154  Grid_-118_33  
30599   7.7581  0.762815  Grid_-118_33  
30722  13.2780  0.833268  Grid_-118_33  
31716   1.4232  0.907318  Grid_-118_33  

[602 rows x 9 columns], 'Grid_-118_34':             Date         Time         Year         X        Y  Magnitude  \
317   1960-08-26  15:41:08.00  1960.653574 -117.5562  34.3123       3.06   
537   1961-03-09   4:30:22.00  1961.187765 -117.0950  34.1920       3.38   
560   1961-04-01   6:02:25.00  1961.251680 -117.5343  34.2548       3.08   
570   1961-04-08   6:26:41.00  1961.268538 -117.5383  34.2602       3.24   
709   1961-07-29  13:48:50.00  1961.575587 -117.5288  34.2033       3.33   
...          ...          ...          ...       ...      ...        ...   
30777 2021-01-20   1:21:29.00  2021.056593 -117.5288  34.2033       3.31   
30778 2021-01-20   1:22:14.00  2021.057107 -117.7380  34.0060       3.01   
30823 2021-03-04   4:09:54.00  2021.173545 -117.2525  34.0500       3.01   
31568 2022-08-10  14:36:57.00  2022.608998 -117.3860  34.1920       3.48   
31570 2022-08-12  14:44:05.00  2022.613949 -117.4530  34.1330       3.40   

           Z\r    Energy    grid_label  
317    20.0000  0.745610  Grid_-118_34  
537    19.4800  0.811917  Grid_-118_34  
560    17.8693  0.749953  Grid_-118_34  
570    19.5171  0.783716  Grid_-118_34  
709    15.1872  0.801982  Grid_-118_34  
...        ...       ...           ...  
30777  13.5965  0.797965  Grid_-118_34  
30778  13.9414  0.734627  Grid_-118_34  
30823   8.5608  0.734627  Grid_-118_34  
31568   6.4121  0.831355  Grid_-118_34  
31570   5.3479  0.815850  Grid_-118_34  

[1314 rows x 9 columns], 'Grid_-118_35':             Date         Time         Year         X        Y  Magnitude  \
293   1960-07-30  13:56:45.00  1960.581078 -117.7947  35.8643       3.48   
306   1960-08-12  14:46:17.00  1960.615483 -117.4330  35.6130       3.21   
340   1960-09-16  17:03:31.00  1960.710786 -117.3198  35.9713       3.20   
342   1960-09-17  17:07:25.00  1960.713484 -117.2745  35.5485       3.17   
371   1960-10-18  19:12:07.00  1960.800087 -117.2567  35.5272       3.64   
...          ...          ...          ...       ...      ...        ...   
31605 2022-09-09  16:34:29.00  2022.690614 -117.3173  35.9720       3.11   
31633 2022-10-04  18:12:52.00  2022.758940 -117.6360  35.7790       3.41   
31731 2022-12-14  22:55:13.00  2022.955013 -117.4963  35.6738       3.59   
31738 2022-12-19  23:12:52.00  2022.967275 -117.4703  35.6805       3.00   
31741 2022-12-21  23:24:05.00  2022.975061 -117.5613  35.7260       3.75   

           Z\r    Energy    grid_label  
293    18.7975  0.831355  Grid_-118_35  
306    19.8225  0.777514  Grid_-118_35  
340    19.3060  0.775434  Grid_-118_35  
342    18.1253  0.769154  Grid_-118_35  
371    14.1743  0.861322  Grid_-118_35  
...        ...       ...           ...  
31605   0.0000  0.756415  Grid_-118_35  
31633   2.2880  0.817808  Grid_-118_35  
31731   5.9163  0.852101  Grid_-118_35  
31738   4.4100  0.732408  Grid_-118_35  
31741   5.4466  0.881171  Grid_-118_35  

[1855 rows x 9 columns], 'Grid_-118_36':             Date         Time         Year         X        Y  Magnitude  \
246   1960-07-01  12:01:41.00  1960.501174 -117.6470  36.0620       3.03   
336   1960-09-11  16:47:00.00  1960.699316 -117.8587  36.3878       3.08   
343   1960-09-19  17:15:18.00  1960.718959 -117.9312  36.4560       4.25   
362   1960-10-11  18:42:05.00  1960.779230 -117.5250  36.9450       3.02   
524   1961-03-03   4:07:16.00  1961.171717 -117.6250  36.0720       4.28   
...          ...          ...          ...       ...      ...        ...   
31574 2022-08-15  14:58:59.00  2022.624301 -117.8673  36.3893       3.38   
31584 2022-08-24  15:34:00.00  2022.648616 -117.8673  36.3893       3.28   
31624 2022-09-24  17:36:06.00  2022.733405 -117.6180  36.0760       3.33   
31722 2022-12-06  22:23:07.00  2022.932723 -117.7753  36.0277       3.07   
31734 2022-12-16  23:04:40.00  2022.961578 -117.9267  36.2183       3.31   

           Z\r    Energy    grid_label  
246    19.6580  0.739042  Grid_-118_36  
336    18.8743  0.749953  Grid_-118_36  
343    18.4647  0.964613  Grid_-118_36  
362    14.1440  0.736838  Grid_-118_36  
524    19.7594  0.969302  Grid_-118_36  
...        ...       ...           ...  
31574   5.2419  0.811917  Grid_-118_36  
31584   3.5328  0.791896  Grid_-118_36  
31624   3.2599  0.801982  Grid_-118_36  
31722   4.0335  0.747785  Grid_-118_36  
31734   6.0048  0.797965  Grid_-118_36  

[329 rows x 9 columns], 'Grid_-118_37':             Date         Time         Year         X        Y  Magnitude  \
368   1960-10-16  19:02:30.00  1960.793406 -117.7560  37.0630       3.47   
463   1961-01-08   0:33:58.00  1961.023591 -117.7428  37.5417       3.30   
464   1961-01-08   0:35:11.00  1961.024441 -117.7142  37.5288       3.54   
465   1961-01-08   0:35:26.00  1961.024616 -117.7497  37.5735       3.51   
466   1961-01-08   0:35:28.00  1961.024634 -117.7981  37.6258       3.08   
...          ...          ...          ...       ...      ...        ...   
30539 2020-07-02  12:05:36.00  2020.503889 -118.0000  37.5000       3.78   
30758 2021-01-02   0:10:57.00  2021.007613 -117.7830  37.1420       3.18   
30768 2021-01-13   0:52:12.00  2021.036256 -118.0000  37.5000       3.10   
31621 2022-09-22  17:28:05.00  2022.727840 -117.8850  37.0540       3.04   
31712 2022-11-30  21:59:28.00  2022.916303 -117.9472  37.7418       4.23   

           Z\r    Energy    grid_label  
368    13.5672  0.829436  Grid_-118_37  
463    19.8499  0.795948  Grid_-118_37  
464    19.8110  0.842751  Grid_-118_37  
465    19.7310  0.837077  Grid_-118_37  
466    19.7505  0.749953  Grid_-118_37  
...        ...       ...           ...  
30539   2.9743  0.886483  Grid_-118_37  
30758  14.5783  0.771254  Grid_-118_37  
30768  12.1996  0.754268  Grid_-118_37  
31621   2.5720  0.741238  Grid_-118_37  
31712   1.2635  0.961468  Grid_-118_37  

[239 rows x 9 columns], 'Grid_-118_38':             Date         Time         Year         X        Y  Magnitude  \
354   1960-10-01  18:04:17.00  1960.752981 -117.8104  38.1667       3.43   
380   1960-10-26  19:40:42.00  1960.819935 -117.9952  38.1406       3.19   
437   1960-12-15  22:59:04.00  1960.957695 -117.7453  38.2012       3.41   
527   1961-03-05   4:14:11.00  1961.176521 -117.8439  38.1618       4.08   
563   1961-04-04   6:11:50.00  1961.258225 -117.8535  38.1755       3.07   
...          ...          ...          ...       ...      ...        ...   
31526 2022-07-10  12:37:22.00  2022.525956 -117.9528  38.4492       3.55   
31527 2022-07-11  12:37:46.00  2022.526231 -117.9553  38.4863       3.18   
31530 2022-07-13  12:47:44.00  2022.533154 -117.9889  38.4827       3.50   
31531 2022-07-14  12:53:06.00  2022.536875 -117.9369  38.4918       3.10   
31597 2022-09-02  16:10:12.00  2022.673753 -117.7939  38.2309       3.75   

           Z\r    Energy    grid_label  
354    12.5360  0.821707  Grid_-118_38  
380    13.7689  0.773347  Grid_-118_38  
437    18.0016  0.817808  Grid_-118_38  
527    20.0000  0.937398  Grid_-118_38  
563    18.3639  0.747785  Grid_-118_38  
...        ...       ...           ...  
31526   3.3972  0.844632  Grid_-118_38  
31527   3.4159  0.771254  Grid_-118_38  
31530   3.0190  0.835175  Grid_-118_38  
31531   3.4236  0.754268  Grid_-118_38  
31597   1.9561  0.881171  Grid_-118_38  

[475 rows x 9 columns], 'Grid_-119_30':             Date         Time         Year        X       Y  Magnitude  \
8737  1977-03-27   5:39:28.00  1977.235741 -118.116  30.248       3.96   
12804 1985-09-01  16:03:51.00  1985.669340 -118.116  30.248       3.62   
13912 1988-01-16   1:05:06.00  1988.045212 -118.116  30.248       3.02   
20629 2001-04-24   7:30:40.00  2001.312964 -118.116  30.248       4.84   
22499 2004-11-12  20:50:26.00  2004.868367 -118.116  30.248       3.51   
29730 2019-01-07   0:30:47.00  2019.021389 -118.116  30.248       3.35   

           Z\r    Energy    grid_label  
8737    5.1483  0.917496  Grid_-119_30  
12804  18.2174  0.857649  Grid_-119_30  
13912   7.5433  0.736838  Grid_-119_30  
20629   4.9671  1.051276  Grid_-119_30  
22499   6.3090  0.837077  Grid_-119_30  
29730  12.7131  0.805974  Grid_-119_30  , 'Grid_-119_31':             Date         Time         Year         X        Y  Magnitude  \
1573  1963-04-27   7:45:13.00  1963.323068 -118.5850  31.6390       3.34   
1574  1963-04-29   7:50:28.00  1963.326722 -118.6446  31.6313       3.04   
6885  1973-07-31  13:56:35.00  1973.580962 -118.5850  31.6390       3.04   
10118 1980-02-13   2:54:04.00  1980.120891 -118.8650  31.9510       3.53   
12290 1984-07-13  12:50:27.00  1984.535046 -118.8650  31.9510       3.31   
12697 1985-06-11  10:41:37.00  1985.445568 -118.5850  31.6390       3.25   
13281 1986-10-01  18:02:04.00  1986.751436 -118.8650  31.9510       3.12   
13382 1987-01-04   0:15:48.00  1987.010983 -118.8650  31.9510       3.27   
13783 1987-10-10  18:39:37.00  1987.777518 -118.5850  31.6390       3.16   
15095 1990-06-26  11:41:24.00  1990.487089 -118.5850  31.6390       3.43   
15759 1991-10-13  18:48:29.00  1991.783677 -118.5850  31.6390       3.11   
17767 1995-09-18  17:12:58.00  1995.717348 -118.5850  31.6390       4.56   
22258 2004-06-03  10:13:23.00  2004.425963 -118.8650  31.9510       3.02   
22557 2004-12-27  23:48:09.00  2004.991778 -118.8650  31.9510       3.02   
25075 2009-12-24  23:35:20.00  2009.982878 -118.5850  31.6390       3.54   
25444 2010-10-22  19:24:56.00  2010.808984 -118.5850  31.6390       3.20   

           Z\r    Energy    grid_label  
1573    2.0351  0.803981  Grid_-119_31  
1574    2.3790  0.741238  Grid_-119_31  
6885    5.3406  0.741238  Grid_-119_31  
10118  13.7579  0.840865  Grid_-119_31  
12290   6.7266  0.797965  Grid_-119_31  
12697  19.2587  0.785770  Grid_-119_31  
13281   8.9779  0.758555  Grid_-119_31  
13382   0.0283  0.789860  Grid_-119_31  
13783   1.2442  0.767048  Grid_-119_31  
15095  16.6949  0.821707  Grid_-119_31  
15759  19.9874  0.756415  Grid_-119_31  
17767  19.9547  1.011548  Grid_-119_31  
22258   4.8358  0.736838  Grid_-119_31  
22557   4.1117  0.736838  Grid_-119_31  
25075  12.6189  0.842751  Grid_-119_31  
25444   0.0900  0.775434  Grid_-119_31  , 'Grid_-119_32':             Date         Time         Year         X        Y  Magnitude  \
332   1960-09-07  16:28:53.00  1960.686726 -118.1872  32.5973       3.85   
543   1961-03-18   5:06:13.00  1961.212651 -118.0905  32.6020       3.38   
547   1961-03-20   5:12:58.00  1961.217340 -118.6535  32.8667       3.06   
767   1961-09-19  17:16:02.00  1961.719470 -118.0905  32.6020       3.06   
870   1961-11-28  21:50:03.00  1961.909761 -118.3177  32.7342       3.08   
...          ...          ...          ...       ...      ...        ...   
29886 2019-04-29   7:50:21.00  2019.326633 -118.0400  32.6930       3.17   
30111 2019-09-13  16:50:43.00  2019.701891 -118.0067  32.8997       3.26   
30431 2020-04-13   6:49:53.00  2020.284646 -118.5032  32.8377       3.16   
30652 2020-10-12  18:46:56.00  2020.782604 -118.5032  32.8377       3.86   
30762 2021-01-08   0:31:55.00  2021.022165 -118.4828  32.8228       3.64   

           Z\r    Energy    grid_label  
332    18.4195  0.898715  Grid_-119_32  
543    18.0705  0.811917  Grid_-119_32  
547    17.6875  0.745610  Grid_-119_32  
767    10.2723  0.745610  Grid_-119_32  
870    16.6755  0.749953  Grid_-119_32  
...        ...       ...           ...  
29886  19.6428  0.769154  Grid_-119_32  
30111  11.3496  0.787818  Grid_-119_32  
30431   6.0022  0.767048  Grid_-119_32  
30652  15.8476  0.900445  Grid_-119_32  
30762  14.8499  0.861322  Grid_-119_32  

[104 rows x 9 columns], 'Grid_-119_33':             Date         Time         Year         X        Y  Magnitude  \
546   1961-03-19   5:11:14.00  1961.216135 -118.2060  33.5460       3.26   
665   1961-06-15  10:55:13.00  1961.455020 -118.3290  33.9338       3.03   
682   1961-07-06  12:19:32.00  1961.513573 -118.0817  33.9923       3.31   
816   1961-10-29  19:52:19.00  1961.828008 -118.6578  33.8932       3.38   
817   1961-10-30  19:56:40.00  1961.831022 -118.6628  33.8978       3.28   
...          ...          ...          ...       ...      ...        ...   
29396 2018-04-24   7:32:17.00  2018.314093 -118.0710  33.5070       3.10   
29874 2019-04-18   7:09:20.00  2019.298157 -118.3722  33.6583       3.04   
29925 2019-05-26   9:37:21.00  2019.400938 -118.9910  33.9654       4.04   
30654 2020-10-12  18:47:46.00  2020.783181 -118.0710  33.5070       3.80   
30723 2020-12-03  22:11:06.00  2020.924380 -118.3285  33.5623       3.39   

           Z\r    Energy    grid_label  
546    17.3495  0.787818  Grid_-119_33  
665    13.7483  0.739042  Grid_-119_33  
682    11.9703  0.797965  Grid_-119_33  
816    16.6652  0.811917  Grid_-119_33  
817    16.5162  0.791896  Grid_-119_33  
...        ...       ...           ...  
29396   9.6072  0.754268  Grid_-119_33  
29874  13.6471  0.741238  Grid_-119_33  
29925  12.0692  0.930830  Grid_-119_33  
30654  15.3148  0.890001  Grid_-119_33  
30723  13.7535  0.813887  Grid_-119_33  

[169 rows x 9 columns], 'Grid_-119_34':             Date         Time         Year         X        Y  Magnitude  \
287   1960-07-27  13:45:20.00  1960.573158 -118.4280  34.3000       3.50   
288   1960-07-28  13:48:20.00  1960.575233 -118.3700  34.4160       3.36   
364   1960-10-12  18:46:49.00  1960.782514 -118.3700  34.4160       3.96   
397   1960-11-13  20:54:57.00  1960.871493 -118.4790  34.2970       3.34   
413   1960-11-26  21:45:02.00  1960.906279 -118.4383  34.3017       3.39   
...          ...          ...          ...       ...      ...        ...   
30773 2021-01-16   1:06:43.00  2021.046336 -118.4360  34.4260       3.23   
31569 2022-08-10  14:38:33.00  2022.610109 -118.6572  34.3613       3.66   
31572 2022-08-13  14:50:04.00  2022.618108 -118.6302  34.6173       3.01   
31593 2022-08-31  15:58:51.00  2022.665873 -118.4763  34.3468       3.07   
31609 2022-09-12  16:49:16.00  2022.700884 -118.3700  34.4160       3.22   

           Z\r    Energy    grid_label  
287    18.7186  0.835175  Grid_-119_34  
288    18.6020  0.807961  Grid_-119_34  
364    13.6247  0.917496  Grid_-119_34  
397    19.5256  0.803981  Grid_-119_34  
413    19.5035  0.813887  Grid_-119_34  
...        ...       ...           ...  
30773  13.6347  0.781655  Grid_-119_34  
31569   5.8716  0.864975  Grid_-119_34  
31572   4.2137  0.734627  Grid_-119_34  
31593   3.0827  0.747785  Grid_-119_34  
31609   1.9108  0.779588  Grid_-119_34  

[1275 rows x 9 columns], 'Grid_-119_35':             Date         Time         Year         X        Y  Magnitude  \
320   1960-08-30  15:56:27.00  1960.664213 -118.8460  35.3740       3.07   
438   1960-12-16  23:02:12.00  1960.959870 -118.4253  35.4733       3.03   
533   1961-03-07   4:20:34.00  1961.180960 -118.0408  35.7580       3.22   
680   1961-07-04  12:12:33.00  1961.508723 -118.4253  35.4733       3.03   
688   1961-07-15  12:53:35.00  1961.537218 -118.6868  35.4810       3.03   
...          ...          ...          ...       ...      ...        ...   
30788 2021-01-30   2:01:25.00  2021.084328 -118.3493  35.4422       3.18   
30793 2021-02-04   2:21:12.00  2021.098059 -118.7740  35.3720       3.35   
31618 2022-09-19  17:16:40.00  2022.719916 -118.0670  35.2100       3.61   
31713 2022-11-30  22:00:16.00  2022.916854 -118.3550  35.6595       3.01   
31727 2022-12-10  22:39:10.00  2022.943873 -118.2150  35.2250       3.04   

           Z\r    Energy    grid_label  
320    18.6436  0.747785  Grid_-119_35  
438    17.9163  0.739042  Grid_-119_35  
533    20.0000  0.779588  Grid_-119_35  
680    13.2307  0.739042  Grid_-119_35  
688    13.5142  0.739042  Grid_-119_35  
...        ...       ...           ...  
30788  14.6396  0.771254  Grid_-119_35  
30793  14.7704  0.805974  Grid_-119_35  
31618   2.3922  0.855805  Grid_-119_35  
31713   1.2950  0.734627  Grid_-119_35  
31727   4.9159  0.741238  Grid_-119_35  

[408 rows x 9 columns], 'Grid_-119_36':             Date         Time         Year         X        Y  Magnitude  \
672   1961-06-23  11:29:24.00  1961.478751 -118.0550  36.1117       4.20   
1156  1962-07-16  13:00:08.00  1962.541768 -118.0550  36.1117       3.23   
1867  1963-12-13  22:52:14.00  1963.952950 -118.0250  36.4260       3.29   
6677  1973-02-09   2:39:41.00  1973.110894 -118.0450  36.1392       3.34   
6985  1973-10-17  19:07:57.00  1973.797199 -118.0648  36.1405       3.24   
...          ...          ...          ...       ...      ...        ...   
28747 2017-01-28   1:53:24.00  2017.078752 -118.7639  36.0138       4.20   
28748 2017-01-29   1:57:22.00  2017.081508 -118.8198  36.0148       3.29   
28826 2017-03-23   5:24:56.00  2017.225655 -118.9286  36.0410       3.52   
28829 2017-03-24   5:27:47.00  2017.227639 -118.9123  36.0106       3.13   
29309 2018-02-16   3:09:03.00  2018.131285 -118.0550  36.1117       3.37   

           Z\r    Energy    grid_label  
672    12.2613  0.956723  Grid_-119_36  
1156   15.1268  0.781655  Grid_-119_36  
1867    5.3034  0.793925  Grid_-119_36  
6677   17.3446  0.803981  Grid_-119_36  
6985    3.9530  0.783716  Grid_-119_36  
...        ...       ...           ...  
28747  15.3000  0.956723  Grid_-119_36  
28748  15.7989  0.793925  Grid_-119_36  
28826  13.7485  0.838974  Grid_-119_36  
28829  13.8935  0.760689  Grid_-119_36  
29309   1.0834  0.809942  Grid_-119_36  

[334 rows x 9 columns], 'Grid_-119_37':             Date         Time         Year         X        Y  Magnitude  \
243   1960-06-30  11:58:35.00  1960.499027 -118.8718  37.4942       3.41   
249   1960-07-03  12:09:48.00  1960.506806 -118.6697  37.4430       3.08   
255   1960-07-11  12:39:49.00  1960.527659 -118.8060  37.4785       3.13   
305   1960-08-10  14:38:30.00  1960.610075 -118.8000  37.5490       3.89   
307   1960-08-13  14:51:14.00  1960.618919 -118.3907  37.6565       3.88   
...          ...          ...          ...       ...      ...        ...   
31634 2022-10-05  18:18:17.00  2022.762706 -118.2813  37.4643       3.12   
31636 2022-10-06  18:21:24.00  2022.764868 -118.8398  37.4537       4.03   
31701 2022-11-21  21:25:42.00  2022.892850 -118.9163  37.6372       3.33   
31709 2022-11-29  21:54:01.00  2022.912513 -118.4750  37.5940       3.31   
31711 2022-11-30  21:59:20.00  2022.916213 -118.8798  37.5465       3.76   

           Z\r    Energy    grid_label  
243    19.8939  0.817808  Grid_-119_37  
249    18.9455  0.749953  Grid_-119_37  
255    18.2753  0.760689  Grid_-119_37  
305    19.5386  0.905606  Grid_-119_37  
307    19.1359  0.903890  Grid_-119_37  
...        ...       ...           ...  
31634   1.3307  0.758555  Grid_-119_37  
31636   1.3504  0.929178  Grid_-119_37  
31701   1.0618  0.801982  Grid_-119_37  
31709   0.5028  0.797965  Grid_-119_37  
31711   1.2452  0.882946  Grid_-119_37  

[2453 rows x 9 columns], 'Grid_-119_38':             Date         Time         Year         X        Y  Magnitude  \
253   1960-07-08  12:28:21.00  1960.519690 -118.7797  38.0543       3.79   
331   1960-09-07  16:28:06.00  1960.686190 -118.8972  38.3904       3.62   
445   1960-12-23  23:30:10.00  1960.979285 -118.3670  38.2170       3.26   
448   1960-12-24  23:35:00.00  1960.982642 -118.0900  38.6220       3.25   
523   1961-03-03   4:05:04.00  1961.170188 -118.3814  38.5374       3.23   
...          ...          ...          ...       ...      ...        ...   
31523 2022-07-09  12:31:31.00  2022.521894 -118.0232  38.3888       3.73   
31528 2022-07-12  12:42:25.00  2022.529463 -118.0121  38.5316       3.07   
31529 2022-07-12  12:43:41.00  2022.530341 -118.0350  38.5262       3.37   
31537 2022-07-19  13:12:19.00  2022.550224 -118.8064  38.6488       3.16   
31619 2022-09-20  17:20:29.00  2022.722568 -118.0725  38.1754       3.06   

           Z\r    Energy    grid_label  
253    19.4280  0.888244  Grid_-119_38  
331    18.9886  0.857649  Grid_-119_38  
445    16.6660  0.787818  Grid_-119_38  
448    16.5035  0.785770  Grid_-119_38  
523    19.5621  0.781655  Grid_-119_38  
...        ...       ...           ...  
31523   2.8855  0.877605  Grid_-119_38  
31528   3.4646  0.747785  Grid_-119_38  
31529   2.8558  0.809942  Grid_-119_38  
31537   5.5150  0.767048  Grid_-119_38  
31619   2.4205  0.745610  Grid_-119_38  

[1404 rows x 9 columns], 'Grid_-120_31':             Date         Time         Year         X        Y  Magnitude  \
699   1961-07-22  13:23:08.00  1961.557732 -120.0000  31.0000       3.63   
915   1962-01-06   0:25:33.00  1962.017743 -119.3790  31.2470       3.35   
6698  1973-02-23   3:34:57.00  1973.149272 -119.4360  31.4080       3.52   
6852  1973-07-04  12:11:26.00  1973.507945 -119.3790  31.2470       3.12   
7391  1974-08-21  15:21:34.00  1974.639982 -119.4094  31.3228       3.20   
...          ...          ...          ...       ...      ...        ...   
31696 2022-11-18  21:14:06.00  2022.884800 -119.4443  31.5192       3.78   
31697 2022-11-19  21:15:16.00  2022.885609 -119.4565  31.5134       3.52   
31698 2022-11-20  21:21:13.00  2022.889736 -119.4065  31.5197       3.25   
31699 2022-11-21  21:22:45.00  2022.890805 -119.4436  31.4823       3.24   
31700 2022-11-21  21:24:49.00  2022.892243 -119.4728  31.4330       4.07   

           Z\r    Energy    grid_label  
699    13.2365  0.859488  Grid_-120_31  
915    19.1309  0.805974  Grid_-120_31  
6698   18.8632  0.838974  Grid_-120_31  
6852   12.5474  0.758555  Grid_-120_31  
7391   16.6823  0.775434  Grid_-120_31  
...        ...       ...           ...  
31696   3.5288  0.886483  Grid_-120_31  
31697   2.6965  0.838974  Grid_-120_31  
31698   2.9212  0.785770  Grid_-120_31  
31699   1.7155  0.783716  Grid_-120_31  
31700   1.3864  0.935762  Grid_-120_31  

[95 rows x 9 columns], 'Grid_-120_33':             Date         Time         Year         X        Y  Magnitude  \
250   1960-07-04  12:12:40.00  1960.508802 -119.1195  33.5575       3.28   
889   1961-12-15  22:57:04.00  1961.956307 -119.1613  33.3363       3.01   
1157  1962-07-17  13:02:42.00  1962.543542 -119.1322  33.4605       4.61   
1312  1962-10-22  19:26:55.00  1962.810370 -119.0170  33.6180       3.09   
1530  1963-03-28   5:44:59.00  1963.239579 -119.4492  33.1947       3.36   
...          ...          ...          ...       ...      ...        ...   
29806 2019-03-04   4:11:56.00  2019.174955 -119.1195  33.5575       3.92   
29825 2019-03-21   5:16:29.00  2019.219782 -119.7340  33.8198       3.30   
29920 2019-05-23   9:24:16.00  2019.391852 -119.1195  33.5575       3.18   
29924 2019-05-26   9:36:19.00  2019.400225 -119.0502  33.9790       3.34   
30812 2021-02-21   3:27:40.00  2021.144220 -119.1332  33.3430       3.00   

           Z\r    Energy    grid_label  
250    19.6462  0.791896  Grid_-120_33  
889    17.8622  0.734627  Grid_-120_33  
1157   15.4662  1.018819  Grid_-120_33  
1312   16.1764  0.752114  Grid_-120_33  
1530    1.1158  0.807961  Grid_-120_33  
...        ...       ...           ...  
29806  11.3257  0.910728  Grid_-120_33  
29825  15.3699  0.795948  Grid_-120_33  
29920  13.4987  0.771254  Grid_-120_33  
29924  13.0190  0.803981  Grid_-120_33  
30812  10.0250  0.732408  Grid_-120_33  

[87 rows x 9 columns], 'Grid_-120_34':             Date         Time         Year         X        Y  Magnitude  \
257   1960-07-11  12:41:19.00  1960.528699 -119.7060  34.3137       3.73   
525   1961-03-04   4:08:57.00  1961.172887 -119.8020  34.4020       4.05   
1161  1962-07-20  13:16:43.00  1962.553284 -119.9730  34.6610       3.22   
1654  1963-07-07  12:25:04.00  1963.517413 -119.7060  34.3137       3.58   
1763  1963-09-27  17:46:41.00  1963.740754 -119.6220  34.2500       4.81   
...          ...          ...          ...       ...      ...        ...   
29371 2018-04-06   6:21:43.00  2018.265083 -119.3530  34.4810       3.81   
29392 2018-04-21   7:21:17.00  2018.306449 -119.7060  34.3137       3.73   
29507 2018-07-18  13:07:04.00  2018.546576 -119.7383  34.2323       3.31   
30082 2019-08-28  15:49:14.00  2019.659200 -119.7228  34.1385       3.28   
30083 2019-08-28  15:50:44.00  2019.660241 -119.7475  34.1881       4.17   

           Z\r    Energy    grid_label  
257    19.5687  0.877605  Grid_-120_34  
525    19.6367  0.932478  Grid_-120_34  
1161   15.5878  0.779588  Grid_-120_34  
1654    4.6475  0.850242  Grid_-120_34  
1763    6.3103  1.047131  Grid_-120_34  
...        ...       ...           ...  
29371  10.7299  0.891753  Grid_-120_34  
29392  10.6671  0.877605  Grid_-120_34  
29507  15.0186  0.797965  Grid_-120_34  
30082  10.9934  0.791896  Grid_-120_34  
30083  10.5367  0.951944  Grid_-120_34  

[118 rows x 9 columns], 'Grid_-120_35':             Date         Time         Year         X        Y  Magnitude  \
346   1960-09-22  17:30:25.00  1960.729457 -119.6760  35.5460       3.02   
428   1960-12-08  22:29:57.00  1960.937469 -119.0070  35.0448       3.04   
760   1961-09-09  16:35:06.00  1961.691045 -119.1040  35.1490       3.44   
1205  1962-08-15  14:57:04.00  1962.622974 -119.6760  35.5460       3.01   
1781  1963-10-07  18:24:59.00  1963.767358 -119.6760  35.5460       3.42   
...          ...          ...          ...       ...      ...        ...   
30471 2020-05-13   8:49:58.00  2020.368043 -119.8008  35.8113       3.29   
30821 2021-03-02   4:03:13.00  2021.168910 -119.0070  35.0448       3.06   
30866 2021-03-29   5:48:49.00  2021.242236 -119.1560  35.0430       3.30   
30867 2021-03-30   5:53:57.00  2021.245809 -119.0097  35.0338       6.14   
31557 2022-08-02  14:04:55.00  2022.586759 -119.0070  35.0448       3.23   

           Z\r    Energy    grid_label  
346    18.2548  0.736838  Grid_-120_35  
428    18.0305  0.741238  Grid_-120_35  
760    12.8284  0.823648  Grid_-120_35  
1205   19.4919  0.734627  Grid_-120_35  
1781   10.3934  0.819760  Grid_-120_35  
...        ...       ...           ...  
30471  12.9505  0.793925  Grid_-120_35  
30821   7.4353  0.745610  Grid_-120_35  
30866   1.7329  0.795948  Grid_-120_35  
30867   3.1602  1.209883  Grid_-120_35  
31557   8.1647  0.781655  Grid_-120_35  

[359 rows x 9 columns], 'Grid_-120_36':             Date         Time         Year         X        Y  Magnitude  \
872   1961-11-30  21:59:17.00  1961.916175 -119.7420  36.1580       3.47   
6793  1973-05-21   9:16:34.00  1973.386514 -119.3870  36.6480       3.07   
9366  1978-07-05  12:16:26.00  1978.511422 -119.3870  36.6480       3.97   
9629  1979-01-26   1:44:27.00  1979.072542 -119.9635  36.0002       3.10   
9893  1979-08-27  15:43:38.00  1979.655312 -119.9635  36.0002       4.36   
...          ...          ...          ...       ...      ...        ...   
28560 2016-09-16  17:05:03.00  2016.711846 -119.0124  36.1487       3.14   
28564 2016-09-21  17:23:11.00  2016.724434 -119.0281  36.0781       3.02   
29270 2018-01-19   1:15:57.00  2018.052745 -119.3870  36.6480       3.72   
30714 2020-11-28  21:51:16.00  2020.910603 -119.9635  36.0002       3.30   
31564 2022-08-08  14:29:09.00  2022.603578 -119.9987  36.1207       3.36   

           Z\r    Energy    grid_label  
872    17.6089  0.829436  Grid_-120_36  
6793    9.5602  0.747785  Grid_-120_36  
9366   11.3192  0.919177  Grid_-120_36  
9629   20.0000  0.754268  Grid_-120_36  
9893   16.3123  0.981648  Grid_-120_36  
...        ...       ...           ...  
28560   5.7135  0.762815  Grid_-120_36  
28564   4.7734  0.736838  Grid_-120_36  
29270   5.4552  0.875816  Grid_-120_36  
30714  11.9474  0.795948  Grid_-120_36  
31564   6.2398  0.807961  Grid_-120_36  

[301 rows x 9 columns], 'Grid_-120_37':             Date         Time         Year         X        Y  Magnitude  \
8823  1977-06-12  10:45:15.00  1977.448093 -119.4392  37.4250       3.41   
11930 1983-09-16  17:02:19.00  1983.709942 -119.4392  37.4250       3.88   
12847 1985-10-08  18:29:19.00  1985.770368 -119.0326  37.5458       3.03   
12848 1985-10-08  18:30:55.00  1985.771479 -119.0706  37.5758       3.63   
12849 1985-10-09  18:36:26.00  1985.775303 -119.0261  37.5325       4.02   
...          ...          ...          ...       ...      ...        ...   
30452 2020-04-29   7:54:11.00  2020.329305 -119.0123  37.4939       3.14   
30453 2020-04-30   7:59:21.00  2020.332887 -119.0140  37.5220       3.19   
30456 2020-05-01   8:03:27.00  2020.335735 -119.0177  37.4975       3.45   
30457 2020-05-02   8:07:39.00  2020.338656 -119.0462  37.5554       3.00   
30458 2020-05-03   8:11:26.00  2020.341283 -119.0964  37.5100       3.80   

           Z\r    Energy    grid_label  
8823    2.5030  0.817808  Grid_-120_37  
11930   6.3123  0.903890  Grid_-120_37  
12847  15.1874  0.739042  Grid_-120_37  
12848  14.5934  0.859488  Grid_-120_37  
12849  15.0930  0.927521  Grid_-120_37  
...        ...       ...           ...  
30452   9.9483  0.762815  Grid_-120_37  
30453  10.5081  0.773347  Grid_-120_37  
30456  11.0178  0.825583  Grid_-120_37  
30457  11.2495  0.732408  Grid_-120_37  
30458  10.7664  0.890001  Grid_-120_37  

[155 rows x 9 columns], 'Grid_-120_38':             Date         Time         Year         X        Y  Magnitude  \
295   1960-08-01  14:03:35.00  1960.585831 -119.6680  38.7540       3.44   
339   1960-09-15  16:59:40.00  1960.708111 -119.7010  38.8380       3.06   
372   1960-10-19  19:16:37.00  1960.803217 -119.3085  38.2288       3.52   
381   1960-10-26  19:41:04.00  1960.820190 -119.5107  38.5128       3.25   
439   1960-12-18  23:10:01.00  1960.965293 -119.6363  38.7413       3.91   
...          ...          ...          ...       ...      ...        ...   
30815 2021-02-23   3:33:38.00  2021.148366 -119.6465  38.7438       3.31   
31566 2022-08-09  14:32:45.00  2022.606085 -119.4998  38.5075       3.97   
31607 2022-09-11  16:42:06.00  2022.695905 -119.6465  38.7438       3.13   
31718 2022-12-03  22:12:12.00  2022.925143 -119.1445  38.0473       3.09   
31721 2022-12-06  22:22:50.00  2022.932527 -119.1332  38.6103       3.91   

           Z\r    Energy    grid_label  
295    19.7112  0.823648  Grid_-120_38  
339    19.3729  0.745610  Grid_-120_38  
372    14.7713  0.838974  Grid_-120_38  
381    13.7619  0.785770  Grid_-120_38  
439    18.5982  0.909025  Grid_-120_38  
...        ...       ...           ...  
30815  10.0547  0.797965  Grid_-120_38  
31566   5.9053  0.919177  Grid_-120_38  
31607   0.7908  0.760689  Grid_-120_38  
31718   1.5501  0.752114  Grid_-120_38  
31721   4.3464  0.909025  Grid_-120_38  

[450 rows x 9 columns], 'Grid_-121_34':             Date         Time         Year         X        Y  Magnitude  \
1890  1964-01-05   0:22:56.00  1964.015933 -120.6785  34.4213       3.24   
1961  1964-02-27   3:49:59.00  1964.159717 -120.1470  34.7370       3.00   
5938  1971-08-23  15:30:39.00  1971.646287 -120.1470  34.7370       3.01   
5939  1971-08-25  15:36:24.00  1971.650279 -120.1221  34.7387       3.27   
5940  1971-08-25  15:36:45.00  1971.650523 -120.0672  34.7691       3.05   
...          ...          ...          ...       ...      ...        ...   
30160 2019-10-16  19:02:35.00  2019.793463 -120.7125  34.5423       3.38   
30161 2019-10-18  19:08:17.00  2019.797429 -120.7399  34.5424       3.20   
31577 2022-08-18  15:09:11.00  2022.631386 -120.1470  34.7370       3.33   
31606 2022-09-10  16:40:12.00  2022.694584 -120.0223  34.3947       3.01   
31639 2022-10-11  18:41:08.00  2022.778565 -120.0022  34.4192       5.88   

           Z\r    Energy    grid_label  
1890    0.0392  0.783716  Grid_-121_34  
1961    7.2323  0.732408  Grid_-121_34  
5938   16.6981  0.734627  Grid_-121_34  
5939   16.4492  0.789860  Grid_-121_34  
5940   15.4283  0.743428  Grid_-121_34  
...        ...       ...           ...  
30160  14.8650  0.811917  Grid_-121_34  
30161  14.8004  0.775434  Grid_-121_34  
31577   4.7110  0.801982  Grid_-121_34  
31606   0.0000  0.734627  Grid_-121_34  
31639   4.3621  1.181038  Grid_-121_34  

[79 rows x 9 columns], 'Grid_-121_35':             Date         Time         Year         X        Y  Magnitude  \
616   1961-05-10   8:34:10.00  1961.357072 -120.9823  35.6300       3.03   
883   1961-12-08  22:31:37.00  1961.938629 -120.8157  35.5432       3.13   
1271  1962-09-30  17:57:16.00  1962.748111 -120.3560  35.8058       3.17   
1374  1962-12-07  22:27:14.00  1962.935579 -120.9513  35.6432       3.09   
1440  1963-01-30   1:59:15.00  1963.082813 -120.4977  35.8338       3.19   
...          ...          ...          ...       ...      ...        ...   
30545 2020-07-06  12:22:01.00  2020.515290 -120.3498  35.8045       3.46   
30707 2020-11-22  21:27:50.00  2020.894334 -120.9823  35.6300       3.31   
30708 2020-11-22  21:27:59.00  2020.894441 -120.3470  35.8802       3.17   
31637 2022-10-06  18:21:31.00  2022.764950 -120.4980  35.9525       3.40   
31703 2022-11-22  21:29:34.00  2022.895533 -120.2940  35.7905       4.49   

           Z\r    Energy    grid_label  
616    12.3150  0.739042  Grid_-121_35  
883    17.7631  0.760689  Grid_-121_35  
1271   16.6612  0.769154  Grid_-121_35  
1374   19.6695  0.752114  Grid_-121_35  
1440   16.6458  0.773347  Grid_-121_35  
...        ...       ...           ...  
30545   0.6276  0.827512  Grid_-121_35  
30707  13.0110  0.797965  Grid_-121_35  
30708  12.2629  0.769154  Grid_-121_35  
31637   1.3139  0.815850  Grid_-121_35  
31703   0.6797  1.001235  Grid_-121_35  

[325 rows x 9 columns], 'Grid_-121_36':             Date         Time         Year         X        Y  Magnitude  \
272   1960-07-21  13:21:24.00  1960.556534 -120.6310  36.5205       4.19   
273   1960-07-21  13:22:03.00  1960.556982 -120.6508  36.4820       3.22   
274   1960-07-21  13:22:34.00  1960.557347 -120.6892  36.4629       3.56   
275   1960-07-22  13:22:58.00  1960.557623 -120.6594  36.5213       3.33   
276   1960-07-22  13:24:19.00  1960.558554 -120.6129  36.5454       3.06   
...          ...          ...          ...       ...      ...        ...   
31625 2022-09-25  17:38:54.00  2022.735350 -120.6918  36.5192       3.11   
31635 2022-10-06  18:20:48.00  2022.764455 -120.2080  36.0910       3.08   
31707 2022-11-26  21:45:43.00  2022.906752 -120.1495  36.0090       3.32   
31725 2022-12-09  22:35:03.00  2022.941010 -120.3750  36.2740       3.78   
31745 2022-12-25  23:38:56.00  2022.985378 -120.2823  36.1778       3.08   

           Z\r    Energy    grid_label  
272    19.4296  0.955134  Grid_-121_36  
273    19.0534  0.779588  Grid_-121_36  
274    19.0014  0.846507  Grid_-121_36  
275    18.9276  0.801982  Grid_-121_36  
276    18.9980  0.745610  Grid_-121_36  
...        ...       ...           ...  
31625   2.3154  0.756415  Grid_-121_36  
31635   2.0450  0.749953  Grid_-121_36  
31707   0.3683  0.799977  Grid_-121_36  
31725   4.2481  0.886483  Grid_-121_36  
31745   7.4268  0.749953  Grid_-121_36  

[722 rows x 9 columns], 'Grid_-121_37':             Date         Time         Year         X        Y  Magnitude  \
1469  1963-02-21   3:27:51.00  1963.144343 -120.0195  37.4198       4.07   
7173  1974-03-02   4:02:19.00  1974.168281 -120.0195  37.4198       4.46   
9256  1978-04-16   6:58:17.00  1978.290482 -120.9483  37.1862       3.39   
10011 1979-11-13  20:54:14.00  1979.871002 -120.9677  37.1940       4.06   
14291 1988-11-21  21:25:54.00  1988.892988 -120.9677  37.1940       4.27   
...          ...          ...          ...       ...      ...        ...   
17718 1995-08-09  14:32:05.00  1995.605622 -120.7603  37.9766       3.03   
19599 1999-02-17   3:09:41.00  1999.131732 -120.0195  37.4198       3.26   
22588 2005-01-21   1:26:36.00  2005.060144 -120.0195  37.4198       3.32   
25379 2010-08-29  15:54:41.00  2010.662983 -120.9677  37.1940       3.69   
25442 2010-10-21  19:21:28.00  2010.806575 -120.0195  37.4198       3.02   

           Z\r    Energy    grid_label  
1469    9.4201  0.935762  Grid_-121_37  
7173   12.1695  0.996766  Grid_-121_37  
9256    1.3652  0.813887  Grid_-121_37  
10011  11.7397  0.934122  Grid_-121_37  
14291   1.2191  0.967743  Grid_-121_37  
...        ...       ...           ...  
17718  14.1974  0.739042  Grid_-121_37  
19599   0.4554  0.787818  Grid_-121_37  
22588   5.1265  0.799977  Grid_-121_37  
25379  11.2715  0.870418  Grid_-121_37  
25442   0.6609  0.736838  Grid_-121_37  

[65 rows x 9 columns], 'Grid_-121_38':             Date         Time         Year         X        Y  Magnitude  \
15423 1991-01-18   1:13:54.00  1991.051327 -120.0104  38.6988       4.33   
15424 1991-01-20   1:19:20.00  1991.055103 -120.0495  38.6432       3.80   
15425 1991-01-20   1:21:38.00  1991.056695 -120.0374  38.6081       3.73   
15426 1991-01-21   1:23:54.00  1991.058271 -120.0473  38.5701       3.49   
15427 1991-01-21   1:26:19.00  1991.059951 -120.0882  38.5284       3.93   
15428 1991-01-22   1:29:01.00  1991.061822 -120.1452  38.5695       3.24   
15429 1991-01-23   1:33:25.00  1991.064880 -120.1483  38.6275       3.21   
15430 1991-01-23   1:33:54.00  1991.065211 -120.1897  38.6010       3.43   
15431 1991-01-24   1:36:28.00  1991.066992 -120.1340  38.5464       3.14   
15432 1991-01-25   1:39:08.00  1991.068848 -120.1273  38.5749       4.58   
15433 1991-01-25   1:42:17.00  1991.071033 -120.0979  38.6104       3.93   
15434 1991-01-26   1:45:57.00  1991.073581 -120.0757  38.6665       3.31   
15435 1991-01-27   1:49:06.00  1991.075769 -120.0646  38.6437       3.09   
15436 1991-01-28   1:51:48.00  1991.077645 -120.0581  38.6815       3.69   
15437 1991-01-29   1:54:33.00  1991.079554 -120.0013  38.7283       3.29   
17716 1995-08-06  14:23:20.00  1995.599538 -120.7396  38.0117       3.36   
17717 1995-08-07  14:24:58.00  1995.600676 -120.7291  38.0363       3.00   
17719 1995-08-09  14:34:06.00  1995.607019 -120.7761  38.0333       3.91   
17720 1995-08-10  14:37:16.00  1995.609214 -120.7940  38.0876       3.43   
17721 1995-08-11  14:39:56.00  1995.611074 -120.7480  38.0545       3.56   
17722 1995-08-12  14:46:28.00  1995.615606 -120.7496  38.0982       3.09   
17723 1995-08-13  14:47:45.00  1995.616498 -120.7174  38.1110       3.01   
17724 1995-08-13  14:48:18.00  1995.616886 -120.6580  38.0693       3.62   

           Z\r    Energy    grid_label  
15423   9.2041  0.977045  Grid_-121_38  
15424   9.2058  0.890001  Grid_-121_38  
15425   7.9925  0.877605  Grid_-121_38  
15426   8.1154  0.833268  Grid_-121_38  
15427   7.7772  0.912426  Grid_-121_38  
15428   8.3582  0.783716  Grid_-121_38  
15429   7.7271  0.777514  Grid_-121_38  
15430   7.0554  0.821707  Grid_-121_38  
15431   7.0188  0.762815  Grid_-121_38  
15432   7.3040  1.014466  Grid_-121_38  
15433   7.5153  0.912426  Grid_-121_38  
15434   8.2988  0.797965  Grid_-121_38  
15435   9.1618  0.752114  Grid_-121_38  
15436   9.1380  0.870418  Grid_-121_38  
15437   9.8351  0.793925  Grid_-121_38  
17716  14.5858  0.807961  Grid_-121_38  
17717  14.6046  0.732408  Grid_-121_38  
17719  13.3665  0.909025  Grid_-121_38  
17720  13.9171  0.821707  Grid_-121_38  
17721  14.6865  0.846507  Grid_-121_38  
17722  14.7943  0.752114  Grid_-121_38  
17723  13.1233  0.734627  Grid_-121_38  
17724  13.2303  0.857649  Grid_-121_38  , 'Grid_-122_34':             Date         Time         Year         X        Y  Magnitude  \
415   1960-11-27  21:46:54.00  1960.907570 -121.7080  34.1808       3.34   
625   1961-05-18   9:05:53.00  1961.379089 -121.3780  34.4927       3.10   
626   1961-05-19   9:10:41.00  1961.382422 -121.3393  34.5177       3.21   
627   1961-05-20   9:12:19.00  1961.383563 -121.3120  34.5308       3.01   
628   1961-05-20   9:13:26.00  1961.384337 -121.2906  34.5535       3.18   
...          ...          ...          ...       ...      ...        ...   
26886 2013-10-19  19:13:19.00  2013.800917 -121.4367  34.5557       3.74   
26984 2013-12-26  23:40:32.00  2013.986483 -121.3780  34.4927       3.36   
27149 2014-04-18   7:09:41.00  2014.298396 -121.5720  34.4127       3.05   
29022 2017-08-14  14:53:31.00  2017.620500 -121.4923  34.6177       3.65   
30606 2020-09-02  16:08:57.00  2020.672884 -121.4367  34.5557       3.13   

           Z\r    Energy    grid_label  
415    18.3982  0.803981  Grid_-122_34  
625    12.0009  0.754268  Grid_-122_34  
626    11.9950  0.777514  Grid_-122_34  
627    13.2267  0.734627  Grid_-122_34  
628    13.6173  0.771254  Grid_-122_34  
...        ...       ...           ...  
26886   0.8033  0.879390  Grid_-122_34  
26984   3.5385  0.807961  Grid_-122_34  
27149   0.2168  0.743428  Grid_-122_34  
29022   2.8665  0.863151  Grid_-122_34  
30606   7.9730  0.760689  Grid_-122_34  

[76 rows x 9 columns], 'Grid_-122_35':             Date         Time         Year         X        Y  Magnitude  \
297   1960-08-03  14:10:39.00  1960.590740 -121.0662  35.7077       3.08   
310   1960-08-16  15:01:07.00  1960.625785 -121.0968  35.6483       3.05   
409   1960-11-22  21:27:40.00  1960.894215 -121.1468  35.6995       3.05   
710   1961-07-29  13:49:08.00  1961.575790 -121.1167  35.6910       3.02   
769   1961-09-20  17:20:41.00  1961.722704 -121.0537  35.6457       4.01   
...          ...          ...          ...       ...      ...        ...   
29894 2019-05-02   8:03:31.00  2019.335779 -121.1877  35.6055       4.04   
29941 2019-06-06  10:22:28.00  2019.432279 -121.0485  35.6828       3.34   
29942 2019-06-07  10:24:44.00  2019.433848 -121.0221  35.6552       3.85   
29943 2019-06-07  10:26:47.00  2019.435272 -121.0083  35.6864       3.15   
29947 2019-06-08  10:30:27.00  2019.437817 -121.2710  35.5260       3.30   

           Z\r    Energy    grid_label  
297    20.0000  0.749953  Grid_-122_35  
310    19.6903  0.743428  Grid_-122_35  
409    18.2645  0.743428  Grid_-122_35  
710    14.9854  0.736838  Grid_-122_35  
769    10.8540  0.925861  Grid_-122_35  
...        ...       ...           ...  
29894  19.6928  0.930830  Grid_-122_35  
29941  13.6987  0.803981  Grid_-122_35  
29942  13.3982  0.898715  Grid_-122_35  
29943  12.6854  0.764935  Grid_-122_35  
29947  11.7881  0.795948  Grid_-122_35  

[211 rows x 9 columns], 'Grid_-122_36':             Date         Time         Year         X        Y  Magnitude  \
347   1960-09-24  17:37:45.00  1960.734553 -121.2915  36.6647       3.36   
351   1960-09-27  17:49:42.00  1960.742858 -121.3217  36.6907       4.11   
367   1960-10-15  18:59:47.00  1960.791519 -121.2740  36.6455       3.64   
376   1960-10-23  19:30:46.00  1960.813034 -121.0930  36.5530       3.74   
408   1960-11-22  21:27:31.00  1960.894110 -121.2010  36.6020       3.41   
...          ...          ...          ...       ...      ...        ...   
30781 2021-01-23   1:32:51.00  2021.064488 -121.0935  36.5195       3.06   
31545 2022-07-25  13:33:28.00  2022.564913 -121.6845  36.9588       3.17   
31587 2022-08-26  15:40:56.00  2022.653427 -121.6978  36.7893       3.36   
31595 2022-09-02  16:07:01.00  2022.671543 -121.6762  36.9485       3.36   
31735 2022-12-17  23:06:45.00  2022.963023 -121.6327  36.9023       3.21   

           Z\r    Energy    grid_label  
347    17.3160  0.807961  Grid_-122_36  
351    13.2000  0.942282  Grid_-122_36  
367    14.2062  0.861322  Grid_-122_36  
376    14.5122  0.879390  Grid_-122_36  
408    18.7716  0.817808  Grid_-122_36  
...        ...       ...           ...  
30781  14.3889  0.745610  Grid_-122_36  
31545   8.4758  0.769154  Grid_-122_36  
31587   3.2684  0.807961  Grid_-122_36  
31595   3.9293  0.807961  Grid_-122_36  
31735   5.3193  0.777514  Grid_-122_36  

[1145 rows x 9 columns], 'Grid_-122_37':             Date         Time         Year         X        Y  Magnitude  \
300   1960-08-05  14:21:26.00  1960.598219 -121.8062  37.0038       3.18   
333   1960-09-09  16:38:59.00  1960.693750 -121.6720  37.3115       3.90   
360   1960-10-09  18:35:02.00  1960.774330 -121.5112  37.0972       3.69   
361   1960-10-10  18:39:11.00  1960.777219 -121.9817  37.1630       3.04   
375   1960-10-22  19:28:19.00  1960.811334 -121.7245  37.0333       3.45   
...          ...          ...          ...       ...      ...        ...   
30709 2020-11-23  21:32:51.00  2020.897813 -121.6635  37.2927       3.05   
30752 2020-12-28  23:48:30.00  2020.992018 -121.7122  37.3552       3.10   
31543 2022-07-24  13:32:19.00  2022.564117 -121.7568  37.8187       3.52   
31558 2022-08-02  14:06:00.00  2022.587510 -121.5105  37.8327       3.35   
31613 2022-09-16  17:04:13.00  2022.711267 -121.9860  37.1193       3.17   

           Z\r    Energy    grid_label  
300    19.7040  0.771254  Grid_-122_37  
333    18.4034  0.907318  Grid_-122_37  
360    12.8749  0.870418  Grid_-122_37  
361    13.0227  0.741238  Grid_-122_37  
375    14.5285  0.825583  Grid_-122_37  
...        ...       ...           ...  
30709  12.2276  0.743428  Grid_-122_37  
30752  13.8633  0.754268  Grid_-122_37  
31543   8.6992  0.838974  Grid_-122_37  
31558   8.4166  0.805974  Grid_-122_37  
31613   0.0000  0.769154  Grid_-122_37  

[710 rows x 9 columns], 'Grid_-122_38':             Date         Time         Year         X        Y  Magnitude  \
403   1960-11-19  21:17:15.00  1960.886987 -121.9027  38.6305       3.46   
772   1961-09-21  17:23:37.00  1961.724742 -121.8563  38.0588       3.07   
7898  1975-08-29  15:51:11.00  1975.660551 -121.9755  38.9828       3.60   
7944  1975-09-29  17:56:49.00  1975.747797 -121.9578  38.8498       3.00   
7945  1975-09-30  18:00:21.00  1975.750252 -121.9516  38.8789       3.02   
...          ...          ...          ...       ...      ...        ...   
20398 2000-10-31  20:02:16.00  2000.834918 -121.8563  38.0588       3.11   
20399 2000-10-31  20:03:51.00  2000.836013 -121.8064  38.1053       3.96   
22814 2005-07-25  13:34:40.00  2005.565747 -121.8563  38.0588       3.07   
26357 2012-10-06  18:24:48.00  2012.767230 -121.8563  38.0588       4.85   
28845 2017-04-04   6:10:57.00  2017.257613 -121.9027  38.6305       3.45   

           Z\r    Energy    grid_label  
403    18.8308  0.827512  Grid_-122_38  
772    10.9845  0.747785  Grid_-122_38  
7898   18.6476  0.853956  Grid_-122_38  
7944   17.4549  0.732408  Grid_-122_38  
7945   16.7869  0.736838  Grid_-122_38  
...        ...       ...           ...  
20398   9.5018  0.756415  Grid_-122_38  
20399   9.8918  0.917496  Grid_-122_38  
22814   3.7425  0.747785  Grid_-122_38  
26357   3.4637  1.052652  Grid_-122_38  
28845  17.6186  0.825583  Grid_-122_38  

[133 rows x 9 columns], 'Grid_-123_36':             Date         Time         Year         X        Y  Magnitude  \
338   1960-09-14  16:58:13.00  1960.707099 -122.1450  36.8000       3.09   
1547  1963-04-09   6:34:10.00  1963.273733 -122.1450  36.8000       3.02   
8241  1976-04-11   6:42:39.00  1976.279620 -122.1695  36.8987       3.18   
9678  1979-03-06   4:19:26.00  1979.180164 -122.1850  36.6470       3.48   
9877  1979-08-11  14:41:23.00  1979.612082 -122.1830  36.8000       3.48   
...          ...          ...          ...       ...      ...        ...   
24768 2009-05-01   7:59:50.00  2009.333222 -122.1830  36.8000       3.02   
25055 2009-12-14  22:55:53.00  2009.955482 -122.1830  36.8000       3.76   
25176 2010-03-19   5:09:13.00  2010.214739 -122.1695  36.8987       3.10   
25880 2011-10-10  18:36:41.00  2011.775483 -122.1695  36.8987       3.46   
26994 2014-01-02   0:09:47.00  2014.006799 -122.1450  36.8000       3.05   

           Z\r    Energy    grid_label  
338    19.2510  0.752114  Grid_-123_36  
1547    1.4424  0.736838  Grid_-123_36  
8241    4.5129  0.771254  Grid_-123_36  
9678   15.6712  0.831355  Grid_-123_36  
9877   20.0000  0.831355  Grid_-123_36  
...        ...       ...           ...  
24768   0.4614  0.736838  Grid_-123_36  
25055   8.1584  0.882946  Grid_-123_36  
25176  11.1357  0.754268  Grid_-123_36  
25880   1.0827  0.827512  Grid_-123_36  
26994   6.3803  0.743428  Grid_-123_36  

[63 rows x 9 columns], 'Grid_-123_37':             Date         Time         Year         X        Y  Magnitude  \
238   1960-06-26  11:42:02.00  1960.487523 -122.1113  37.8965       3.00   
309   1960-08-16  15:01:05.00  1960.625764 -122.2852  37.9152       3.21   
519   1961-02-26   3:45:46.00  1961.156786 -122.1208  37.7412       3.89   
714   1961-08-03  14:12:02.00  1961.591691 -122.2852  37.9152       3.41   
744   1961-08-22  15:25:52.00  1961.642967 -122.0023  37.8622       3.13   
...          ...          ...          ...       ...      ...        ...   
30665 2020-10-18  19:12:04.00  2020.800050 -122.0335  37.1748       4.69   
30796 2021-02-09   2:40:09.00  2021.111218 -122.5705  37.1527       3.29   
30797 2021-02-10   2:43:07.00  2021.113282 -122.5736  37.1049       3.59   
30800 2021-02-10   2:45:15.00  2021.114759 -122.1607  37.9262       4.65   
31710 2022-11-30  21:59:15.00  2022.916154 -122.0570  37.9380       3.97   

           Z\r    Energy    grid_label  
238    16.4703  0.732408  Grid_-123_37  
309    18.9467  0.777514  Grid_-123_37  
519    18.8278  0.905606  Grid_-123_37  
714    15.6022  0.817808  Grid_-123_37  
744    14.0735  0.760689  Grid_-123_37  
...        ...       ...           ...  
30665  16.0268  1.030288  Grid_-123_37  
30796  14.1791  0.793925  Grid_-123_37  
30797  12.4336  0.852101  Grid_-123_37  
30800  12.2746  1.024578  Grid_-123_37  
31710   1.3928  0.919177  Grid_-123_37  

[137 rows x 9 columns], 'Grid_-123_38':             Date         Time         Year         X        Y  Magnitude  \
308   1960-08-13  14:52:36.00  1960.619872 -122.7435  38.6830       3.12   
348   1960-09-24  17:37:48.00  1960.734594 -122.7768  38.7895       3.03   
681   1961-07-05  12:16:16.00  1961.511307 -122.7353  38.7958       3.01   
763   1961-09-14  16:57:50.00  1961.706830 -122.9098  38.6807       3.24   
1347  1962-11-15  21:01:35.00  1962.876100 -122.8537  38.8433       3.37   
...          ...          ...          ...       ...      ...        ...   
30602 2020-08-28  15:49:01.00  2020.659045 -122.9138  38.7693       4.17   
30759 2021-01-04   0:17:43.00  2021.012310 -122.8260  38.3210       4.17   
31540 2022-07-21  13:18:09.00  2022.554276 -122.6250  38.9305       3.21   
31549 2022-07-29  13:48:47.00  2022.575544 -122.7433  38.7850       3.41   
31733 2022-12-16  23:01:58.00  2022.959707 -122.7472  38.8302       3.22   

           Z\r    Energy    grid_label  
308    18.7852  0.758555  Grid_-123_38  
348    15.2532  0.739042  Grid_-123_38  
681    12.7876  0.734627  Grid_-123_38  
763    11.6497  0.783716  Grid_-123_38  
1347   17.2956  0.809942  Grid_-123_38  
...        ...       ...           ...  
30602   6.8068  0.951944  Grid_-123_38  
30759  13.7957  0.951944  Grid_-123_38  
31540   7.7905  0.777514  Grid_-123_38  
31549   9.1237  0.817808  Grid_-123_38  
31733   6.0944  0.779588  Grid_-123_38  

[555 rows x 9 columns]}
70
usgs['grid_label'] = usgs.apply(assign_grid_labels_usgs, axis=1)
grid_usgs  = {}
for label, group in usgs.groupby('grid_label'):
    grid_usgs[label] = group
print(grid_usgs)
print(len(grid_usgs))
{'Grid_-114_32':        latitude  longitude  depth   mag magType  nst    gap   dmin    rms net  \
10377    32.448   -113.719  5.967  3.21      mc  0.0  326.1  0.713  0.296  ci   
20862    32.419   -113.773 -0.033  3.53      mc  0.0  306.4    NaN  0.234  ci   
20874    32.390   -113.800    6.0  3.10      ml  NaN    NaN    NaN    NaN  us   
20991    32.225   -113.681 -0.039  3.04      mc  0.0  304.2    NaN  0.446  ci   
21127    32.471   -113.890 -0.033  3.28      mc  0.0  299.0    NaN  0.417  ci   
21243    32.475   -113.989 -0.025  3.08      mc  0.0    0.0    NaN  0.262  ci   
21676    32.324   -113.912 -0.011  3.07      mc  0.0    0.0    NaN  0.467  ci   

       ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998  \
10377  ...          NaN          NaN          NaN          NaN          NaN   
20862  ...          NaN          NaN          NaN          NaN          NaN   
20874  ...          NaN          NaN          NaN          NaN          NaN   
20991  ...          NaN          NaN          NaN          NaN          NaN   
21127  ...          NaN          NaN          NaN          NaN          NaN   
21243  ...          NaN          NaN          NaN          NaN          NaN   
21676  ...          NaN          NaN          NaN          NaN          NaN   

      Unnamed: 999  \r        Date    Energy    grid_label  
10377          NaN  \r  2001-01-17  0.777514  Grid_-114_32  
20862          NaN  \r  1986-04-19  0.840865  Grid_-114_32  
20874          NaN  \r  1986-04-05  0.754268  Grid_-114_32  
20991          NaN  \r  1985-12-21  0.741238  Grid_-114_32  
21127          NaN  \r  1985-08-17  0.791896  Grid_-114_32  
21243          NaN  \r  1985-05-25  0.749953  Grid_-114_32  
21676          NaN  \r  1984-10-07  0.747785  Grid_-114_32  

[7 rows x 1003 columns], 'Grid_-114_33':        latitude  longitude  depth   mag magType  nst    gap   dmin    rms net  \
27007    33.048   -113.946  21.21  3.00      mh  0.0  291.0   0.74  0.232  ci   
27603    33.871   -113.702    3.0  3.78      mh  0.0  343.8  4.316    0.0  ci   

       ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998  \
27007  ...          NaN          NaN          NaN          NaN          NaN   
27603  ...          NaN          NaN          NaN          NaN          NaN   

      Unnamed: 999  \r        Date    Energy    grid_label  
27007          NaN  \r  1978-02-06  0.732408  Grid_-114_33  
27603          NaN  \r  1976-11-10  0.886483  Grid_-114_33  

[2 rows x 1003 columns], 'Grid_-114_34':        latitude  longitude depth  mag magType  nst  gap dmin  rms net  ...  \
19660    34.853   -113.732   5.0  3.0      ml  NaN  NaN  NaN  0.4  us  ...   

      Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998  \
19660          NaN          NaN          NaN          NaN          NaN   

      Unnamed: 999  \r        Date    Energy    grid_label  
19660          NaN  \r  1987-09-20  0.732408  Grid_-114_34  

[1 rows x 1003 columns], 'Grid_-114_35':         latitude   longitude  depth   mag magType  nst    gap    dmin    rms  \
7847   35.066833 -113.888167  6.225  3.18      ml    2  347.0  0.8376   0.02   
17232  35.516000 -113.584000  4.739  3.02      md  0.0  259.0     NaN  0.953   
27068  35.366000 -113.978333   0.01  3.00      mh  6.0  301.0   1.197    0.2   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
7847   ci  ...          NaN          NaN          NaN          NaN   
17232  ci  ...          NaN          NaN          NaN          NaN   
27068  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
7847           NaN          NaN  \r  2008-01-05  0.771254  Grid_-114_35  
17232          NaN          NaN  \r  1992-03-13  0.736838  Grid_-114_35  
27068          NaN          NaN  \r  1977-12-23  0.732408  Grid_-114_35  

[3 rows x 1003 columns], 'Grid_-114_36':         latitude   longitude  depth   mag magType   nst    gap     dmin   rms  \
3167   36.383700 -113.787000  13.69  3.50     mwr   NaN   37.0    0.763  0.34   
3168   36.390500 -113.824100   6.39  3.80     mwr   NaN   26.0    0.762  0.49   
3581   36.545700 -113.875500   5.18  3.40     mwr   NaN   44.0    0.604  0.47   
3612   36.982667 -113.562667  13.27  3.43      ml  30.0  103.0  0.07349  0.21   
3959   36.490900 -113.995400    5.0  3.80      ml   NaN   15.0     0.66  0.68   
4779   36.572700 -113.870300      5  3.30     mwr   NaN     26    0.667   0.8   
5381   36.666000 -113.794000    0.3  3.40      md    83   23.1      NaN   NaN   
7605   36.465000 -113.581000    5.0  3.70     mwr    36   47.1      NaN  1.04   
8437   36.185000 -113.854000    5.0  3.20      ml    37   68.7      NaN  0.91   
12011  36.281000 -113.984000    5.0  3.30      ml   NaN    NaN      NaN  0.83   
26219  36.796000 -113.984000    5.0  3.70      ml   NaN    NaN      NaN   NaN   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
3167   us  ...          NaN          NaN          NaN          NaN   
3168   us  ...          NaN          NaN          NaN          NaN   
3581   us  ...          NaN          NaN          NaN          NaN   
3612   uu  ...          NaN          NaN          NaN          NaN   
3959   us  ...          NaN          NaN          NaN          NaN   
4779   us  ...          NaN          NaN          NaN          NaN   
5381   us  ...          NaN          NaN          NaN          NaN   
7605   us  ...          NaN          NaN          NaN          NaN   
8437   us  ...          NaN          NaN          NaN          NaN   
12011  us  ...          NaN          NaN          NaN          NaN   
26219  us  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
3167           NaN          NaN  \r  2019-06-29  0.835175  Grid_-114_36  
3168           NaN          NaN  \r  2019-06-29  0.890001  Grid_-114_36  
3581           NaN          NaN  \r  2017-08-28  0.815850  Grid_-114_36  
3612           NaN          NaN  \r  2017-07-12  0.821707  Grid_-114_36  
3959           NaN          NaN  \r  2016-04-17  0.890001  Grid_-114_36  
4779           NaN          NaN  \r  2014-01-10  0.795948  Grid_-114_36  
5381           NaN          NaN  \r  2011-12-14  0.815850  Grid_-114_36  
7605           NaN          NaN  \r  2008-03-27  0.872222  Grid_-114_36  
8437           NaN          NaN  \r  2005-11-20  0.775434  Grid_-114_36  
12011          NaN          NaN  \r  1998-08-22  0.795948  Grid_-114_36  
26219          NaN          NaN  \r  1979-08-05  0.872222  Grid_-114_36  

[11 rows x 1003 columns], 'Grid_-114_37':         latitude   longitude   depth   mag magType   nst    gap     dmin  \
3297   37.494667 -113.849167    8.89  3.82      ml  21.0   75.0  0.03338   
3961   37.499667 -113.938167    4.06  3.43      ml  17.0   87.0  0.07489   
4023   37.512167 -113.921667    1.03  4.24      ml  21.0   59.0  0.07199   
4029   37.505667 -113.939167    1.64  3.32      ml  21.0   76.0    0.079   
4701   37.345500 -113.799667   -0.68  3.48      ml    22     65   0.1247   
5329   37.333000 -113.792000    6.95  3.07      ml    13  147.0   0.2114   
5364   37.380167 -113.844333    11.5  3.04      ml    12  187.0   0.2387   
13018  37.050000 -113.943000     0.0  4.16      md   0.0  352.8    3.245   
13260  37.501167 -113.955333    3.99  3.11      ml  12.0  195.0   0.3514   
13530  37.655167 -113.779000   14.52  3.08      md  12.0  281.0   0.2995   
13883  37.857500 -113.725333     5.2  3.14      md  11.0  258.0   0.2361   
18652  37.607667 -113.968833   11.37  3.92      md   6.0  205.0      NaN   
18655  37.261500 -113.860333    5.58  3.00      md   6.0  233.0      NaN   
18708  37.133167 -113.866333   -0.36  3.09      md   7.0  244.0   0.7363   
19030  37.084500 -113.803167     1.5  3.42      md  11.0  159.0   0.9093   
19944  37.777833 -113.820667     7.2  3.48      md  13.0  145.0   0.3015   
21214  37.797333 -113.777667   25.65  3.07      md  15.0  150.0   0.5753   
21523  37.075500 -113.560667   -0.66  3.21      md  11.0  207.0   0.7157   
22916  37.345667 -113.960833  -1.251  3.50      mh     9    322      NaN   
30683  37.000000 -114.000000       6  3.77      ml     5    322    2.833   

         rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
3297     0.2  uu  ...          NaN          NaN          NaN          NaN   
3961    0.14  uu  ...          NaN          NaN          NaN          NaN   
4023    0.23  uu  ...          NaN          NaN          NaN          NaN   
4029    0.14  uu  ...          NaN          NaN          NaN          NaN   
4701    0.16  uu  ...          NaN          NaN          NaN          NaN   
5329    0.23  uu  ...          NaN          NaN          NaN          NaN   
5364     0.2  uu  ...          NaN          NaN          NaN          NaN   
13018  6.256  ci  ...          NaN          NaN          NaN          NaN   
13260   0.27  uu  ...          NaN          NaN          NaN          NaN   
13530   0.34  uu  ...          NaN          NaN          NaN          NaN   
13883   0.14  uu  ...          NaN          NaN          NaN          NaN   
18652   0.13  uu  ...          NaN          NaN          NaN          NaN   
18655    0.3  uu  ...          NaN          NaN          NaN          NaN   
18708   0.25  uu  ...          NaN          NaN          NaN          NaN   
19030   0.31  uu  ...          NaN          NaN          NaN          NaN   
19944   0.38  uu  ...          NaN          NaN          NaN          NaN   
21214   0.38  uu  ...          NaN          NaN          NaN          NaN   
21523   0.39  uu  ...          NaN          NaN          NaN          NaN   
22916   1.57  ci  ...          NaN          NaN          NaN          NaN   
30683   1.83  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
3297           NaN          NaN  \r  2019-01-16  0.893500  Grid_-114_37  
3961           NaN          NaN  \r  2016-04-13  0.821707  Grid_-114_37  
4023           NaN          NaN  \r  2016-01-15  0.963042  Grid_-114_37  
4029           NaN          NaN  \r  2016-01-09  0.799977  Grid_-114_37  
4701           NaN          NaN  \r  2014-04-04  0.831355  Grid_-114_37  
5329           NaN          NaN  \r  2012-02-29  0.747785  Grid_-114_37  
5364           NaN          NaN  \r  2012-01-24  0.741238  Grid_-114_37  
13018          NaN          NaN  \r  1996-07-22  0.950343  Grid_-114_37  
13260          NaN          NaN  \r  1995-12-29  0.756415  Grid_-114_37  
13530          NaN          NaN  \r  1995-06-18  0.749953  Grid_-114_37  
13883          NaN          NaN  \r  1994-09-16  0.762815  Grid_-114_37  
18652          NaN          NaN  \r  1989-05-01  0.910728  Grid_-114_37  
18655          NaN          NaN  \r  1989-04-30  0.732408  Grid_-114_37  
18708          NaN          NaN  \r  1989-03-10  0.752114  Grid_-114_37  
19030          NaN          NaN  \r  1988-08-21  0.819760  Grid_-114_37  
19944          NaN          NaN  \r  1987-02-14  0.831355  Grid_-114_37  
21214          NaN          NaN  \r  1985-06-19  0.747785  Grid_-114_37  
21523          NaN          NaN  \r  1984-11-25  0.777514  Grid_-114_37  
22916          NaN          NaN  \r  1983-02-08  0.835175  Grid_-114_37  
30683          NaN          NaN  \r  1970-11-03  0.884717  Grid_-114_37  

[20 rows x 1003 columns], 'Grid_-115_32':         latitude   longitude   depth   mag magType   nst    gap    dmin  \
6381   32.186333 -114.963833  14.431  3.07      ml     7  263.0  0.1503   
8425   32.237667 -114.946167   5.983  3.10      ml    14  287.0  0.5012   
8427   32.223833 -114.984167   5.983  3.25      ml    16  286.0  0.5139   
9994   32.306000 -114.968500   6.863  3.18      ml     7  275.4  0.6411   
9996   32.339500 -114.990333   6.843  3.41      ml     7  277.3  0.6035   
10000  32.312500 -114.995000   6.712  3.16      ml     5  278.9  0.6221   
10383  32.311333 -114.923500   5.981  3.20      ml  10.0  236.6  0.3955   
10428  32.278000 -114.884000   5.094  4.06      ml   0.0  326.6     1.1   
14739  32.433000 -115.000000    5.98  3.01      mc     0    247  0.3056   
14745  32.249000 -114.970000   5.962  3.00      mh     0  246.9  0.4654   
18785  32.432000 -114.605000     7.1  3.18      mc   0.0  272.7     NaN   
18786  32.401000 -114.600000    5.98  3.40      mc   0.0  280.6     NaN   
18787  32.494000 -114.626000   0.954  3.42      mc   0.0  199.0     NaN   
20897  32.476000 -114.077000     0.0  3.40      ml   NaN    NaN     NaN   
20964  32.534000 -114.074000    5.84  3.04      mc   0.0  300.0     NaN   
21202  32.288000 -114.714000   5.828  3.07      mc   0.0  259.2     NaN   
21320  32.500000 -114.030000     6.0  3.30      ml   NaN    NaN     NaN   
21799  32.462000 -114.008000   5.975  3.30      mc   0.0  293.5     NaN   
22480  32.217000 -114.883000     5.0  3.50      ml   NaN    NaN     NaN   
23602  32.515000 -114.759000   5.843  3.32      mc   0.0  199.3     NaN   
24173  32.567000 -114.683000     5.0  3.10      ml   NaN    NaN     NaN   
25709  32.237167 -114.391167     6.0  3.08      ml   8.0  307.0  0.3444   
28805  32.190000 -114.845000     6.0  3.07      mh   0.0  289.5  0.8592   
31547  32.388000 -114.988833     6.0  3.29      mh   3.0  305.0   1.425   
32149  32.456500 -114.763167       6  4.40      mh     3    309   1.448   
32845  32.196000 -114.997500     6.0  3.70      mh   4.0  309.0   1.496   

         rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
6381    0.22  ci  ...          NaN          NaN          NaN          NaN   
8425    0.54  ci  ...          NaN          NaN          NaN          NaN   
8427    0.34  ci  ...          NaN          NaN          NaN          NaN   
9994     0.3  ci  ...          NaN          NaN          NaN          NaN   
9996    0.48  ci  ...          NaN          NaN          NaN          NaN   
10000   0.43  ci  ...          NaN          NaN          NaN          NaN   
10383   0.39  ci  ...          NaN          NaN          NaN          NaN   
10428  0.268  ci  ...          NaN          NaN          NaN          NaN   
14739    0.2  ci  ...          NaN          NaN          NaN          NaN   
14745  0.264  ci  ...          NaN          NaN          NaN          NaN   
18785  0.091  ci  ...          NaN          NaN          NaN          NaN   
18786  0.107  ci  ...          NaN          NaN          NaN          NaN   
18787  0.068  ci  ...          NaN          NaN          NaN          NaN   
20897    0.8  us  ...          NaN          NaN          NaN          NaN   
20964   0.28  ci  ...          NaN          NaN          NaN          NaN   
21202  0.222  ci  ...          NaN          NaN          NaN          NaN   
21320    NaN  us  ...          NaN          NaN          NaN          NaN   
21799  0.441  ci  ...          NaN          NaN          NaN          NaN   
22480    NaN  us  ...          NaN          NaN          NaN          NaN   
23602  0.366  ci  ...          NaN          NaN          NaN          NaN   
24173    NaN  us  ...          NaN          NaN          NaN          NaN   
25709   0.37  ci  ...          NaN          NaN          NaN          NaN   
28805  0.625  ci  ...          NaN          NaN          NaN          NaN   
31547   0.13  ci  ...          NaN          NaN          NaN          NaN   
32149   1.11  ci  ...          NaN          NaN          NaN          NaN   
32845   0.99  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
6381           NaN          NaN  \r  2010-04-10  0.747785  Grid_-115_32  
8425           NaN          NaN  \r  2005-12-01  0.754268  Grid_-115_32  
8427           NaN          NaN  \r  2005-12-01  0.785770  Grid_-115_32  
9994           NaN          NaN  \r  2002-01-05  0.771254  Grid_-115_32  
9996           NaN          NaN  \r  2002-01-05  0.817808  Grid_-115_32  
10000          NaN          NaN  \r  2002-01-05  0.767048  Grid_-115_32  
10383          NaN          NaN  \r  2001-01-07  0.775434  Grid_-115_32  
10428          NaN          NaN  \r  2000-12-04  0.934122  Grid_-115_32  
14739          NaN          NaN  \r  1993-10-29  0.734627  Grid_-115_32  
14745          NaN          NaN  \r  1993-10-26  0.732408  Grid_-115_32  
18785          NaN          NaN  \r  1989-02-06  0.771254  Grid_-115_32  
18786          NaN          NaN  \r  1989-02-05  0.815850  Grid_-115_32  
18787          NaN          NaN  \r  1989-02-05  0.819760  Grid_-115_32  
20897          NaN          NaN  \r  1986-03-24  0.815850  Grid_-115_32  
20964          NaN          NaN  \r  1986-01-19  0.741238  Grid_-115_32  
21202          NaN          NaN  \r  1985-07-06  0.747785  Grid_-115_32  
21320          NaN          NaN  \r  1985-03-30  0.795948  Grid_-115_32  
21799          NaN          NaN  \r  1984-07-07  0.795948  Grid_-115_32  
22480          NaN          NaN  \r  1983-06-04  0.835175  Grid_-115_32  
23602          NaN          NaN  \r  1982-02-02  0.799977  Grid_-115_32  
24173          NaN          NaN  \r  1981-03-16  0.754268  Grid_-115_32  
25709          NaN          NaN  \r  1980-01-08  0.749953  Grid_-115_32  
28805          NaN          NaN  \r  1975-04-28  0.747785  Grid_-115_32  
31547          NaN          NaN  \r  1967-09-26  0.793925  Grid_-115_32  
32149          NaN          NaN  \r  1964-05-15  0.987736  Grid_-115_32  
32845          NaN          NaN  \r  1960-08-10  0.872222  Grid_-115_32  

[26 rows x 1003 columns], 'Grid_-115_33':         latitude  longitude  depth   mag magType   nst    gap     dmin    rms  \
12683  33.082000   -114.958 -0.113  3.72      mc   0.0  164.9   0.1108  0.076   
12742  33.077000   -114.963  -0.11  3.08      mc   0.0  196.0   0.1053  0.083   
12964  33.067000   -114.928 -0.093  3.67      mc   0.0  169.9   0.1035  0.254   
13644  33.064000   -114.940 -0.113  3.10      mc   0.0  166.8  0.09696  0.098   
17295  33.867000   -114.294 -0.259  3.37      mc   0.0  257.7      NaN  0.486   
18514  33.570167   -114.458  5.682  3.22      mc  26.0  252.0      NaN   0.63   
19371  33.060000   -115.000 -0.459  3.39      mc   0.0  165.0   0.1455  0.055   
22925  33.255000   -114.680  -0.42  3.26      mc     0  228.1   0.2375  0.295   
23134  33.385000   -114.523  5.967  3.05      mc     0  278.8      NaN  3.909   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
12683  ci  ...          NaN          NaN          NaN          NaN   
12742  ci  ...          NaN          NaN          NaN          NaN   
12964  ci  ...          NaN          NaN          NaN          NaN   
13644  ci  ...          NaN          NaN          NaN          NaN   
17295  ci  ...          NaN          NaN          NaN          NaN   
18514  ci  ...          NaN          NaN          NaN          NaN   
19371  ci  ...          NaN          NaN          NaN          NaN   
22925  ci  ...          NaN          NaN          NaN          NaN   
23134  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
12683          NaN          NaN  \r  1997-06-20  0.875816  Grid_-115_33  
12742          NaN          NaN  \r  1997-04-21  0.749953  Grid_-115_33  
12964          NaN          NaN  \r  1996-09-24  0.866794  Grid_-115_33  
13644          NaN          NaN  \r  1995-02-25  0.754268  Grid_-115_33  
17295          NaN          NaN  \r  1992-01-06  0.809942  Grid_-115_33  
18514          NaN          NaN  \r  1989-09-21  0.779588  Grid_-115_33  
19371          NaN          NaN  \r  1987-11-30  0.813887  Grid_-115_33  
22925          NaN          NaN  \r  1983-02-02  0.787818  Grid_-115_33  
23134          NaN          NaN  \r  1982-10-22  0.743428  Grid_-115_33  

[9 rows x 1003 columns], 'Grid_-115_35':         latitude   longitude   depth   mag magType   nst    gap    dmin  \
12943  35.876000 -114.644000     5.0  3.70      ml   NaN    NaN     NaN   
13188  35.919000 -114.679000     5.0  3.40      ml   NaN    NaN     NaN   
13695  35.957000 -114.863000     5.0  3.60      ml   NaN    NaN     NaN   
19082  35.918000 -114.916000     5.0  3.70      ml   NaN    NaN     NaN   
19148  35.933000 -114.896000     5.0  3.20      ml   NaN    NaN     NaN   
19175  35.974000 -114.995000     0.0  3.00      ml   NaN    NaN     NaN   
19231  35.918000 -114.922000     5.0  3.10      ml   NaN    NaN     NaN   
19239  35.889000 -114.924000     5.0  3.40      ml   NaN    NaN     NaN   
19258  35.910000 -114.937000     5.0  3.70      ml   NaN    NaN     NaN   
21135  35.976000 -114.644000     5.0  3.30      ml   NaN    NaN     NaN   
22533  35.000000 -114.500000  -0.629  3.09      mc     0  337.1  0.9631   
22893  35.973000 -114.711000       5  3.90      ml   NaN    NaN     NaN   
23098  35.943000 -114.317000   5.073  3.12      mc     0  259.2     NaN   
24180  35.948000 -114.799000     2.0  3.20      ml   NaN    NaN     NaN   
24181  35.913500 -114.716167   4.739  3.04      mc  16.0  166.0     NaN   
31751  35.470167 -114.594500       6  3.76      ml     7    267   1.815   
32045  35.958833 -114.654667       6  3.61      ml     3    293   1.871   
32383  35.979833 -114.880167       6  3.14      ml     6    289   1.708   
32388  35.912333 -114.983333       6  3.11      ml     5    259   1.605   
32389  35.961500 -114.861333       6  4.82      ml    13    264   1.715   

         rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
12943   0.52  us  ...          NaN          NaN          NaN          NaN   
13188    0.6  us  ...          NaN          NaN          NaN          NaN   
13695    0.7  us  ...          NaN          NaN          NaN          NaN   
19082    0.7  us  ...          NaN          NaN          NaN          NaN   
19148    0.5  us  ...          NaN          NaN          NaN          NaN   
19175    0.6  us  ...          NaN          NaN          NaN          NaN   
19231    0.4  us  ...          NaN          NaN          NaN          NaN   
19239    0.8  us  ...          NaN          NaN          NaN          NaN   
19258    0.4  us  ...          NaN          NaN          NaN          NaN   
21135    0.7  us  ...          NaN          NaN          NaN          NaN   
22533  1.838  ci  ...          NaN          NaN          NaN          NaN   
22893    0.7  us  ...          NaN          NaN          NaN          NaN   
23098   0.94  ci  ...          NaN          NaN          NaN          NaN   
24180    0.4  us  ...          NaN          NaN          NaN          NaN   
24181   0.87  ci  ...          NaN          NaN          NaN          NaN   
31751   0.79  ci  ...          NaN          NaN          NaN          NaN   
32045   0.73  ci  ...          NaN          NaN          NaN          NaN   
32383   0.66  ci  ...          NaN          NaN          NaN          NaN   
32388   0.72  ci  ...          NaN          NaN          NaN          NaN   
32389   0.62  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
12943          NaN          NaN  \r  1996-10-22  0.872222  Grid_-115_35  
13188          NaN          NaN  \r  1996-01-31  0.815850  Grid_-115_35  
13695          NaN          NaN  \r  1995-01-01  0.853956  Grid_-115_35  
19082          NaN          NaN  \r  1988-07-04  0.872222  Grid_-115_35  
19148          NaN          NaN  \r  1988-05-28  0.775434  Grid_-115_35  
19175          NaN          NaN  \r  1988-05-04  0.732408  Grid_-115_35  
19231          NaN          NaN  \r  1988-03-17  0.754268  Grid_-115_35  
19239          NaN          NaN  \r  1988-03-07  0.815850  Grid_-115_35  
19258          NaN          NaN  \r  1988-02-23  0.872222  Grid_-115_35  
21135          NaN          NaN  \r  1985-08-12  0.795948  Grid_-115_35  
22533          NaN          NaN  \r  1983-05-17  0.752114  Grid_-115_35  
22893          NaN          NaN  \r  1983-02-23  0.907318  Grid_-115_35  
23098          NaN          NaN  \r  1982-11-27  0.758555  Grid_-115_35  
24180          NaN          NaN  \r  1981-03-13  0.775434  Grid_-115_35  
24181          NaN          NaN  \r  1981-03-12  0.741238  Grid_-115_35  
31751          NaN          NaN  \r  1966-07-23  0.882946  Grid_-115_35  
32045          NaN          NaN  \r  1964-12-20  0.855805  Grid_-115_35  
32383          NaN          NaN  \r  1963-04-02  0.762815  Grid_-115_35  
32388          NaN          NaN  \r  1963-03-26  0.756415  Grid_-115_35  
32389          NaN          NaN  \r  1963-03-25  1.048516  Grid_-115_35  

[20 rows x 1003 columns], 'Grid_-115_36':         latitude   longitude  depth   mag magType   nst     gap   dmin  \
609    36.415600 -114.865500    9.5  3.00      ml  20.0  145.93   0.24   
3945   36.509700 -114.019000   3.93  3.40     mwr   NaN    33.0  0.643   
3948   36.462000 -114.026300   5.48  3.80     mwr   NaN    28.0  0.691   
5121   36.431000 -114.432000    0.0  3.10      ml    46    45.2    NaN   
5136   36.486000 -114.878900   13.3  3.60      ml     8  132.22  0.224   
7095   36.042400 -114.557700   12.0  3.30      ml     6  167.62  0.394   
7352   36.043900 -114.831600    6.0  3.00      ml    10  170.32  0.206   
7404   36.235300 -114.553900   10.8  3.80      ml     7  175.78   0.37   
7406   36.272900 -114.547800    9.7  3.70      ml     7   159.1  0.381   
7411   36.175300 -114.522500    0.0  3.40      mw     6   98.52  0.394   
7412   36.186900 -114.526500    0.0  3.30      ml     7  120.89   0.39   
10433  36.051000 -114.980000    6.0  3.00      ml  14.0     NaN    NaN   
11790  36.458000 -114.515000    5.0  3.00      ml   NaN     NaN    NaN   
13772  36.081000 -114.119000    5.0  3.60      ml   NaN     NaN    NaN   
14108  36.790167 -114.656333  4.739  3.00      mh   3.0   331.0  2.126   
15054  36.203000 -114.013000      5  3.50      ml   NaN     NaN    NaN   
15165  36.384000 -114.970000  4.739  3.00      md     0   307.7    NaN   
15258  36.444000 -114.021000      5  3.40      ml   NaN     NaN    NaN   
18199  36.965000 -114.921000    5.0  3.10      ml   NaN     NaN    NaN   
19242  36.941000 -114.537000    5.0  3.80      ml   NaN     NaN    NaN   
21032  36.088000 -114.653000    5.0  3.10      ml   NaN     NaN    NaN   
21186  36.010000 -114.638000  4.899  3.45      ml   0.0   286.0    NaN   
22175  36.483000 -114.560000    5.0  3.30      ml   NaN     NaN    NaN   
22911  36.040000 -114.722000      5  3.00      ml   NaN     NaN    NaN   
22912  36.079833 -114.581000  4.739  3.19      mc    15     296  1.523   
23088  36.023000 -114.826000      5  3.70      ml   NaN     NaN    NaN   
23118  36.033000 -114.375000      5  3.30      ml   NaN     NaN    NaN   
26534  36.102167 -114.407333    6.0  3.41      mh  11.0   269.0  1.623   
27270  36.610333 -114.635167    6.0  3.45      ml   2.0   342.0  2.523   
27272  36.075833 -114.463333    6.0  3.34      ml  13.0   276.0    NaN   
27671  36.026000 -114.735000    5.0  3.00      ml   NaN     NaN    NaN   
29788  36.081000 -114.639000      5  3.10      ml   NaN     NaN    NaN   
30130  36.856000 -114.782333      6  3.61      ml     5     312    NaN   
30797  36.949500 -114.908167    6.0  4.03      ml   6.0   310.0   2.25   
31990  36.482833 -114.381500      6  4.03      ml     3     303  2.294   
32101  36.134833 -114.657000      6  4.41      ml    12     295  1.936   
32103  36.920000 -114.659333      6  3.47      mh     3     339  2.372   

          rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
609    0.1713  nn  ...          NaN          NaN          NaN          NaN   
3945     0.67  us  ...          NaN          NaN          NaN          NaN   
3948     0.64  us  ...          NaN          NaN          NaN          NaN   
5121      NaN  us  ...          NaN          NaN          NaN          NaN   
5136   0.1366  nn  ...          NaN          NaN          NaN          NaN   
7095    0.128  nn  ...          NaN          NaN          NaN          NaN   
7352   0.1713  nn  ...          NaN          NaN          NaN          NaN   
7404   0.1325  nn  ...          NaN          NaN          NaN          NaN   
7406    0.134  nn  ...          NaN          NaN          NaN          NaN   
7411   0.1455  nn  ...          NaN          NaN          NaN          NaN   
7412   0.1156  nn  ...          NaN          NaN          NaN          NaN   
10433     NaN  us  ...          NaN          NaN          NaN          NaN   
11790    0.81  us  ...          NaN          NaN          NaN          NaN   
13772     0.4  us  ...          NaN          NaN          NaN          NaN   
14108    0.35  ci  ...          NaN          NaN          NaN          NaN   
15054     0.8  us  ...          NaN          NaN          NaN          NaN   
15165   0.245  ci  ...          NaN          NaN          NaN          NaN   
15258     1.2  us  ...          NaN          NaN          NaN          NaN   
18199     0.7  us  ...          NaN          NaN          NaN          NaN   
19242     0.6  us  ...          NaN          NaN          NaN          NaN   
21032     1.3  us  ...          NaN          NaN          NaN          NaN   
21186   0.614  ci  ...          NaN          NaN          NaN          NaN   
22175     0.4  us  ...          NaN          NaN          NaN          NaN   
22911     0.7  us  ...          NaN          NaN          NaN          NaN   
22912    0.24  ci  ...          NaN          NaN          NaN          NaN   
23088     0.5  us  ...          NaN          NaN          NaN          NaN   
23118     0.8  us  ...          NaN          NaN          NaN          NaN   
26534    0.89  ci  ...          NaN          NaN          NaN          NaN   
27270    0.01  ci  ...          NaN          NaN          NaN          NaN   
27272    1.15  ci  ...          NaN          NaN          NaN          NaN   
27671     NaN  us  ...          NaN          NaN          NaN          NaN   
29788     NaN  us  ...          NaN          NaN          NaN          NaN   
30130    0.66  ci  ...          NaN          NaN          NaN          NaN   
30797     1.1  ci  ...          NaN          NaN          NaN          NaN   
31990    0.59  ci  ...          NaN          NaN          NaN          NaN   
32101    0.36  ci  ...          NaN          NaN          NaN          NaN   
32103    0.51  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
609            NaN          NaN  \r  2021-09-24  0.732408  Grid_-115_36  
3945           NaN          NaN  \r  2016-05-06  0.815850  Grid_-115_36  
3948           NaN          NaN  \r  2016-05-05  0.890001  Grid_-115_36  
5121           NaN          NaN  \r  2012-10-11  0.754268  Grid_-115_36  
5136           NaN          NaN  \r  2012-09-25  0.853956  Grid_-115_36  
7095           NaN          NaN  \r  2009-10-09  0.795948  Grid_-115_36  
7352           NaN          NaN  \r  2008-12-04  0.732408  Grid_-115_36  
7404           NaN          NaN  \r  2008-10-26  0.890001  Grid_-115_36  
7406           NaN          NaN  \r  2008-10-26  0.872222  Grid_-115_36  
7411           NaN          NaN  \r  2008-10-18  0.815850  Grid_-115_36  
7412           NaN          NaN  \r  2008-10-17  0.795948  Grid_-115_36  
10433          NaN          NaN  \r  2000-12-01  0.732408  Grid_-115_36  
11790          NaN          NaN  \r  1999-03-02  0.732408  Grid_-115_36  
13772          NaN          NaN  \r  1994-10-29  0.853956  Grid_-115_36  
14108          NaN          NaN  \r  1994-05-31  0.732408  Grid_-115_36  
15054          NaN          NaN  \r  1993-05-12  0.835175  Grid_-115_36  
15165          NaN          NaN  \r  1993-01-21  0.732408  Grid_-115_36  
15258          NaN          NaN  \r  1992-12-04  0.815850  Grid_-115_36  
18199          NaN          NaN  \r  1990-01-02  0.754268  Grid_-115_36  
19242          NaN          NaN  \r  1988-03-03  0.890001  Grid_-115_36  
21032          NaN          NaN  \r  1985-11-16  0.754268  Grid_-115_36  
21186          NaN          NaN  \r  1985-07-23  0.825583  Grid_-115_36  
22175          NaN          NaN  \r  1983-11-03  0.795948  Grid_-115_36  
22911          NaN          NaN  \r  1983-02-16  0.732408  Grid_-115_36  
22912          NaN          NaN  \r  1983-02-15  0.773347  Grid_-115_36  
23088          NaN          NaN  \r  1982-12-07  0.872222  Grid_-115_36  
23118          NaN          NaN  \r  1982-11-01  0.795948  Grid_-115_36  
26534          NaN          NaN  \r  1978-12-10  0.817808  Grid_-115_36  
27270          NaN          NaN  \r  1977-07-20  0.825583  Grid_-115_36  
27272          NaN          NaN  \r  1977-07-19  0.803981  Grid_-115_36  
27671          NaN          NaN  \r  1976-10-04  0.732408  Grid_-115_36  
29788          NaN          NaN  \r  1973-12-26  0.754268  Grid_-115_36  
30130          NaN          NaN  \r  1972-01-24  0.855805  Grid_-115_36  
30797          NaN          NaN  \r  1970-03-19  0.929178  Grid_-115_36  
31990          NaN          NaN  \r  1965-05-03  0.929178  Grid_-115_36  
32101          NaN          NaN  \r  1964-09-23  0.989250  Grid_-115_36  
32103          NaN          NaN  \r  1964-09-16  0.829436  Grid_-115_36  

[37 rows x 1003 columns], 'Grid_-115_37':        latitude  longitude depth   mag magType   nst    gap   dmin     rms  \
1882    37.7952  -114.3039   7.4  3.10      ml  10.0  69.59  0.212  0.1837   
1883    37.8016  -114.3058   6.3  3.60      ml  11.0  70.82  0.207  0.2203   
1884    37.7950  -114.3031   3.2  3.70      ml  13.0  64.95  0.213  0.1627   
3166    37.7874  -114.3137   3.1  4.20      ml  74.0  88.57  0.213   0.162   
3512    37.6169  -114.5263  12.6  3.00      ml  35.0  60.88  0.332  0.1644   
...         ...        ...   ...   ...     ...   ...    ...    ...     ...   
31737   37.3000  -114.2000  33.0  4.60      mb   NaN    NaN    NaN     NaN   
31738   37.3000  -114.2000  34.0  4.20      mb   NaN    NaN    NaN     NaN   
31739   37.3000  -114.1000  33.0  4.90      mb   NaN    NaN    NaN     NaN   
31740   37.4000  -114.2000  33.0  4.60      mb   NaN    NaN    NaN     NaN   
31741   37.3800  -114.1570  10.0  5.65      mw   NaN    NaN    NaN     NaN   

          net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
1882       nn  ...          NaN          NaN          NaN          NaN   
1883       nn  ...          NaN          NaN          NaN          NaN   
1884       nn  ...          NaN          NaN          NaN          NaN   
3166       nn  ...          NaN          NaN          NaN          NaN   
3512       nn  ...          NaN          NaN          NaN          NaN   
...       ...  ...          ...          ...          ...          ...   
31737   ushis  ...          NaN          NaN          NaN          NaN   
31738   ushis  ...          NaN          NaN          NaN          NaN   
31739   ushis  ...          NaN          NaN          NaN          NaN   
31740   ushis  ...          NaN          NaN          NaN          NaN   
31741  iscgem  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
1882           NaN          NaN  \r  2020-02-02  0.754268  Grid_-115_37  
1883           NaN          NaN  \r  2020-02-02  0.853956  Grid_-115_37  
1884           NaN          NaN  \r  2020-02-02  0.872222  Grid_-115_37  
3166           NaN          NaN  \r  2019-06-30  0.956723  Grid_-115_37  
3512           NaN          NaN  \r  2017-12-14  0.732408  Grid_-115_37  
...            ...          ...  ..         ...       ...           ...  
31737          NaN          NaN  \r  1966-08-18  1.017371  Grid_-115_37  
31738          NaN          NaN  \r  1966-08-18  0.956723  Grid_-115_37  
31739          NaN          NaN  \r  1966-08-17  1.059490  Grid_-115_37  
31740          NaN          NaN  \r  1966-08-16  1.017371  Grid_-115_37  
31741          NaN          NaN  \r  1966-08-16  1.154437  Grid_-115_37  

[85 rows x 1003 columns], 'Grid_-115_38':         latitude   longitude depth   mag magType  nst    gap   dmin   rms net  \
13567  38.508000 -114.629000   5.0  3.40      md  NaN    NaN    NaN   0.8  us   
13620  38.829000 -114.980000   5.0  3.30      ml  NaN    NaN    NaN   0.9  us   
14144  38.057000 -114.260000  8.96  3.08      md  NaN    NaN    NaN   NaN  ci   
19035  38.854000 -114.639000   5.0  3.70      ml  NaN    NaN    NaN   0.5  us   
21431  38.864000 -114.613000   5.0  4.10      ml  NaN    NaN    NaN   0.6  us   
25532  38.020333 -114.804667   6.0  3.00      mh  9.0  328.0  3.274  1.75  ci   
26186  38.162833 -114.310500   6.0  4.14      ml  8.0  303.0    NaN  4.11  ci   
31030  38.044000 -114.412000   6.0  4.06      ml  8.0  318.0  3.345  0.77  ci   

       ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998  \
13567  ...          NaN          NaN          NaN          NaN          NaN   
13620  ...          NaN          NaN          NaN          NaN          NaN   
14144  ...          NaN          NaN          NaN          NaN          NaN   
19035  ...          NaN          NaN          NaN          NaN          NaN   
21431  ...          NaN          NaN          NaN          NaN          NaN   
25532  ...          NaN          NaN          NaN          NaN          NaN   
26186  ...          NaN          NaN          NaN          NaN          NaN   
31030  ...          NaN          NaN          NaN          NaN          NaN   

      Unnamed: 999  \r        Date    Energy    grid_label  
13567          NaN  \r  1995-05-05  0.815850  Grid_-115_38  
13620          NaN  \r  1995-03-11  0.795948  Grid_-115_38  
14144          NaN  \r  1994-04-20  0.749953  Grid_-115_38  
19035          NaN  \r  1988-08-18  0.872222  Grid_-115_38  
21431          NaN  \r  1984-12-23  0.940658  Grid_-115_38  
25532          NaN  \r  1980-04-28  0.732408  Grid_-115_38  
26186          NaN  \r  1979-08-13  0.947131  Grid_-115_38  
31030          NaN  \r  1969-07-26  0.934122  Grid_-115_38  

[8 rows x 1003 columns], 'Grid_-116_32':         latitude   longitude  depth   mag magType   nst    gap      dmin  \
304    32.338167 -115.244333   2.83  3.57      ml  26.0  218.0   0.09598   
339    32.406333 -115.225167  12.18  4.03      mw  33.0  101.0   0.06879   
356    32.399000 -115.240833  10.97  3.09      ml  35.0  101.0     0.058   
389    32.644167 -115.724667  11.15  3.42      ml  53.0  105.0  0.005348   
392    32.398833 -115.229167  19.74  3.75      mw  32.0  102.0   0.06737   
...          ...         ...    ...   ...     ...   ...    ...       ...   
32871  32.917000 -115.470000    6.0  3.22      ml   4.0  268.0    0.1357   
32872  32.721000 -115.796833    6.0  3.65      ml   3.0  261.0    0.7391   
32879  32.247667 -115.798167    6.0  3.67      ml   3.0  296.0    0.8554   
32884  32.451833 -115.766167    6.0  3.71      ml   3.0  283.0    0.7981   
32897  32.221167 -115.904833    6.0  3.64      ml   3.0  340.0    0.7939   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
304    0.35  ci  ...          NaN          NaN          NaN          NaN   
339    0.36  ci  ...          NaN          NaN          NaN          NaN   
356    0.35  ci  ...          NaN          NaN          NaN          NaN   
389    0.26  ci  ...          NaN          NaN          NaN          NaN   
392    0.32  ci  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32871  0.39  ci  ...          NaN          NaN          NaN          NaN   
32872  0.22  ci  ...          NaN          NaN          NaN          NaN   
32879  0.12  ci  ...          NaN          NaN          NaN          NaN   
32884  0.49  ci  ...          NaN          NaN          NaN          NaN   
32897  0.83  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
304            NaN          NaN  \r  2022-10-04  0.848377  Grid_-116_32  
339            NaN          NaN  \r  2022-08-30  0.929178  Grid_-116_32  
356            NaN          NaN  \r  2022-07-24  0.752114  Grid_-116_32  
389            NaN          NaN  \r  2022-06-24  0.819760  Grid_-116_32  
392            NaN          NaN  \r  2022-06-20  0.881171  Grid_-116_32  
...            ...          ...  ..         ...       ...           ...  
32871          NaN          NaN  \r  1960-04-14  0.779588  Grid_-116_32  
32872          NaN          NaN  \r  1960-04-13  0.863151  Grid_-116_32  
32879          NaN          NaN  \r  1960-03-02  0.866794  Grid_-116_32  
32884          NaN          NaN  \r  1960-02-22  0.874021  Grid_-116_32  
32897          NaN          NaN  \r  1960-01-07  0.861322  Grid_-116_32  

[2734 rows x 1003 columns], 'Grid_-116_33':         latitude   longitude  depth   mag magType   nst    gap      dmin  \
275    33.069500 -115.583500  11.77  3.01      ml  54.0   47.0   0.03118   
317    33.361333 -115.791000   3.01  3.48      ml  79.0   32.0   0.05147   
320    33.764000 -115.940333   6.34  3.30      ml  78.0   59.0    0.1035   
321    33.763500 -115.937333   6.15  3.53      ml  83.0   58.0    0.1017   
362    33.272000 -115.983000    4.9  3.46      ml  93.0   22.0  0.008424   
...          ...         ...    ...   ...     ...   ...    ...       ...   
32755  33.115000 -115.949333      6  3.33      ml     5    212    0.6453   
32758  33.240167 -115.943667      6  3.35      ml     4    200     0.531   
32760  33.094833 -115.998000      6  4.29      ml     6    209    0.4794   
32803  33.194667 -115.879000    6.0  4.00      ml   5.0  212.0    0.4827   
32865  33.031500 -115.879167    6.0  3.68      ml   4.0  163.0       NaN   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
275    0.25  ci  ...          NaN          NaN          NaN          NaN   
317    0.19  ci  ...          NaN          NaN          NaN          NaN   
320    0.16  ci  ...          NaN          NaN          NaN          NaN   
321    0.18  ci  ...          NaN          NaN          NaN          NaN   
362    0.19  ci  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32755  0.45  ci  ...          NaN          NaN          NaN          NaN   
32758  0.67  ci  ...          NaN          NaN          NaN          NaN   
32760   0.5  ci  ...          NaN          NaN          NaN          NaN   
32803  0.36  ci  ...          NaN          NaN          NaN          NaN   
32865  0.22  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
275            NaN          NaN  \r  2022-11-24  0.734627  Grid_-116_33  
317            NaN          NaN  \r  2022-09-20  0.831355  Grid_-116_33  
320            NaN          NaN  \r  2022-09-18  0.795948  Grid_-116_33  
321            NaN          NaN  \r  2022-09-18  0.840865  Grid_-116_33  
362            NaN          NaN  \r  2022-07-17  0.827512  Grid_-116_33  
...            ...          ...  ..         ...       ...           ...  
32755          NaN          NaN  \r  1961-05-11  0.801982  Grid_-116_33  
32758          NaN          NaN  \r  1961-05-01  0.805974  Grid_-116_33  
32760          NaN          NaN  \r  1961-04-28  0.970858  Grid_-116_33  
32803          NaN          NaN  \r  1960-12-30  0.924196  Grid_-116_33  
32865          NaN          NaN  \r  1960-04-24  0.868609  Grid_-116_33  

[1140 rows x 1003 columns], 'Grid_-116_34':         latitude   longitude  depth   mag magType   nst    gap    dmin    rms  \
5190   34.175000 -115.608000    8.9  3.90      ml     6  116.7     NaN    NaN   
10740  34.574000 -115.963000  2.549  3.17      ml   0.0   66.0     NaN  0.184   
19006  34.249000 -115.705000  5.222  3.00      mc   0.0  186.0     NaN  0.162   
22001  34.569000 -115.917000   4.81  3.00      ml   0.0    0.0  0.3472  0.124   
22455  34.188000 -115.914833  6.944  3.05      ml  34.0  103.0  0.1386   0.22   
27019  34.037167 -115.621167  11.75  3.28      ml  64.0   43.0     NaN   0.36   
27391  34.689167 -115.717333   0.02  3.02      ml  36.0  178.0     NaN   0.52   
28164  34.538000 -115.808000   5.18  3.01      mh   0.0   79.0     NaN  0.191   
30671  34.329667 -115.706000      6  3.83      ml    11    190     NaN   0.66   
30724  34.642333 -115.817000    6.0  3.23      mh   6.0  202.0  0.9443   0.67   
30732  34.240833 -115.815000    6.0  3.57      ml  11.0  178.0   1.243   0.62   
30734  34.037000 -115.990333    6.0  3.37      ml   9.0  162.0    0.44   0.72   
31050  34.213500 -115.891333    6.0  3.08      ml   7.0  176.0  0.5467   0.59   
31051  34.256667 -115.811167    6.0  3.30      ml   7.0  182.0  0.5663   0.71   
31135  34.249500 -115.866833    6.0  3.14      ml   7.0  179.0   0.573   0.49   
31900  34.183167 -115.918000      6  3.24      ml     6    185  0.5283   0.51   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
5190   us  ...          NaN          NaN          NaN          NaN   
10740  ci  ...          NaN          NaN          NaN          NaN   
19006  ci  ...          NaN          NaN          NaN          NaN   
22001  ci  ...          NaN          NaN          NaN          NaN   
22455  ci  ...          NaN          NaN          NaN          NaN   
27019  ci  ...          NaN          NaN          NaN          NaN   
27391  ci  ...          NaN          NaN          NaN          NaN   
28164  ci  ...          NaN          NaN          NaN          NaN   
30671  ci  ...          NaN          NaN          NaN          NaN   
30724  ci  ...          NaN          NaN          NaN          NaN   
30732  ci  ...          NaN          NaN          NaN          NaN   
30734  ci  ...          NaN          NaN          NaN          NaN   
31050  ci  ...          NaN          NaN          NaN          NaN   
31051  ci  ...          NaN          NaN          NaN          NaN   
31135  ci  ...          NaN          NaN          NaN          NaN   
31900  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
5190           NaN          NaN  \r  2012-08-26  0.907318  Grid_-116_34  
10740          NaN          NaN  \r  2000-02-21  0.769154  Grid_-116_34  
19006          NaN          NaN  \r  1988-09-10  0.732408  Grid_-116_34  
22001          NaN          NaN  \r  1984-03-07  0.732408  Grid_-116_34  
22455          NaN          NaN  \r  1983-06-13  0.743428  Grid_-116_34  
27019          NaN          NaN  \r  1978-01-29  0.791896  Grid_-116_34  
27391          NaN          NaN  \r  1977-03-24  0.736838  Grid_-116_34  
28164          NaN          NaN  \r  1975-11-05  0.734627  Grid_-116_34  
30671          NaN          NaN  \r  1970-12-14  0.895243  Grid_-116_34  
30724          NaN          NaN  \r  1970-09-03  0.781655  Grid_-116_34  
30732          NaN          NaN  \r  1970-08-20  0.848377  Grid_-116_34  
30734          NaN          NaN  \r  1970-08-14  0.809942  Grid_-116_34  
31050          NaN          NaN  \r  1969-06-29  0.749953  Grid_-116_34  
31051          NaN          NaN  \r  1969-06-28  0.795948  Grid_-116_34  
31135          NaN          NaN  \r  1969-01-15  0.762815  Grid_-116_34  
31900          NaN          NaN  \r  1965-10-10  0.783716  Grid_-116_34  

[16 rows x 1003 columns], 'Grid_-116_35':         latitude   longitude  depth   mag magType   nst     gap    dmin  \
3400   35.894500 -115.775800    8.6  4.50      ml  59.0   40.27   0.303   
4549   35.890500 -115.291500   10.7  3.60      ml    11  143.45   0.226   
7897   35.773167 -115.804833  4.481  3.22      ml    15    86.0  0.3503   
11609  35.881167 -115.788167  5.229  3.25      ml   5.0   209.0   0.396   
11611  35.884000 -115.776000    5.0  3.30      ml   NaN     NaN     NaN   
14707  35.850000 -115.828000      5  3.60      ml   NaN     NaN     NaN   
14733  35.859000 -115.843000      5  3.30      ml   NaN     NaN     NaN   
14848  35.865000 -115.794000      5  3.20      ml   NaN     NaN     NaN   
14849  35.867000 -115.824000      5  3.60      ml   NaN     NaN     NaN   
14851  35.836000 -115.847000     10  3.80      ml   NaN     NaN     NaN   
14884  35.835000 -115.812000      5  3.50      ml   NaN     NaN     NaN   
14889  35.819000 -115.744000      5  3.00      ml     6     262   1.008   
21405  35.917000 -115.753000  5.442  3.04      mc   0.0   259.3     NaN   
22024  35.930000 -115.810000    6.0  3.20      ml   NaN     NaN     NaN   
32520  35.007000 -115.648833      6  3.01      ml     6     274   1.748   

          rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
3400   0.2678  nn  ...          NaN          NaN          NaN          NaN   
4549    0.111  nn  ...          NaN          NaN          NaN          NaN   
7897     0.19  ci  ...          NaN          NaN          NaN          NaN   
11609    0.26  ci  ...          NaN          NaN          NaN          NaN   
11611    0.81  us  ...          NaN          NaN          NaN          NaN   
14707     0.7  us  ...          NaN          NaN          NaN          NaN   
14733     0.9  us  ...          NaN          NaN          NaN          NaN   
14848     0.9  us  ...          NaN          NaN          NaN          NaN   
14849     0.7  us  ...          NaN          NaN          NaN          NaN   
14851     0.6  us  ...          NaN          NaN          NaN          NaN   
14884     0.6  us  ...          NaN          NaN          NaN          NaN   
14889    0.67  ci  ...          NaN          NaN          NaN          NaN   
21405   0.222  ci  ...          NaN          NaN          NaN          NaN   
22024     NaN  us  ...          NaN          NaN          NaN          NaN   
32520    0.75  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
3400           NaN          NaN  \r  2018-07-05  1.002718  Grid_-116_35  
4549           NaN          NaN  \r  2014-10-05  0.853956  Grid_-116_35  
7897           NaN          NaN  \r  2007-09-28  0.779588  Grid_-116_35  
11609          NaN          NaN  \r  1999-06-01  0.785770  Grid_-116_35  
11611          NaN          NaN  \r  1999-06-01  0.795948  Grid_-116_35  
14707          NaN          NaN  \r  1993-11-25  0.853956  Grid_-116_35  
14733          NaN          NaN  \r  1993-11-03  0.795948  Grid_-116_35  
14848          NaN          NaN  \r  1993-09-09  0.775434  Grid_-116_35  
14849          NaN          NaN  \r  1993-09-09  0.853956  Grid_-116_35  
14851          NaN          NaN  \r  1993-09-08  0.890001  Grid_-116_35  
14884          NaN          NaN  \r  1993-08-19  0.835175  Grid_-116_35  
14889          NaN          NaN  \r  1993-08-16  0.732408  Grid_-116_35  
21405          NaN          NaN  \r  1985-01-21  0.741238  Grid_-116_35  
22024          NaN          NaN  \r  1984-02-11  0.775434  Grid_-116_35  
32520          NaN          NaN  \r  1962-08-10  0.734627  Grid_-116_35  

[15 rows x 1003 columns], 'Grid_-116_36':         latitude   longitude depth   mag magType   nst     gap   dmin     rms  \
3610   36.730400 -115.909200   6.8  4.10      ml  48.0   28.58  0.156  0.2138   
5887   36.535200 -115.244500   2.8  3.60      ml    16  103.37  0.077    0.16   
10363  36.139300 -115.336600   8.0  3.30      ml   9.0  121.75  0.393  0.1638   
10706  36.761900 -115.910900   4.8  3.10      ml  24.0  121.86  0.163  0.1241   
11596  36.980000 -115.170000   5.6  3.20      ml   NaN     NaN    NaN     NaN   
...          ...         ...   ...   ...     ...   ...     ...    ...     ...   
32312  36.996833 -115.211667     6  3.29      mh     4     288  2.127    0.63   
32313  36.962167 -115.164833     6  3.16      mh     5     288  2.124    0.84   
32374  36.032833 -115.107667     6  3.23      ml     7     291  1.563    0.19   
32384  36.156833 -115.133667     6  3.13      mh     6     291  1.606    0.63   
32528  36.801833 -115.949833  0.01  3.40      ml     8     289   1.65    0.37   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
3610   nn  ...          NaN          NaN          NaN          NaN   
5887   nn  ...          NaN          NaN          NaN          NaN   
10363  nn  ...          NaN          NaN          NaN          NaN   
10706  nn  ...          NaN          NaN          NaN          NaN   
11596  us  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32312  ci  ...          NaN          NaN          NaN          NaN   
32313  ci  ...          NaN          NaN          NaN          NaN   
32374  ci  ...          NaN          NaN          NaN          NaN   
32384  ci  ...          NaN          NaN          NaN          NaN   
32528  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
3610           NaN          NaN  \r  2017-07-17  0.940658  Grid_-116_36  
5887           NaN          NaN  \r  2010-08-04  0.853956  Grid_-116_36  
10363          NaN          NaN  \r  2001-02-04  0.795948  Grid_-116_36  
10706          NaN          NaN  \r  2000-03-13  0.754268  Grid_-116_36  
11596          NaN          NaN  \r  1999-06-04  0.775434  Grid_-116_36  
...            ...          ...  ..         ...       ...           ...  
32312          NaN          NaN  \r  1963-07-18  0.793925  Grid_-116_36  
32313          NaN          NaN  \r  1963-07-18  0.767048  Grid_-116_36  
32374          NaN          NaN  \r  1963-04-26  0.781655  Grid_-116_36  
32384          NaN          NaN  \r  1963-04-01  0.760689  Grid_-116_36  
32528          NaN          NaN  \r  1962-07-14  0.815850  Grid_-116_36  

[67 rows x 1003 columns], 'Grid_-116_37':         latitude   longitude depth   mag magType   nst    gap   dmin     rms  \
457    37.120900 -115.316500  11.8  3.40      ml  30.0  75.07  0.355  0.1972   
913    37.429100 -115.513900   0.0  3.40      ml  28.0  97.65  0.284  0.1365   
1944   37.705800 -115.999900  10.2  3.10      ml  35.0  65.86  0.209  0.1836   
3197   37.216700 -115.011100   2.2  3.50      ml  40.0  77.28  0.193  0.2525   
3198   37.236500 -115.029900   7.6  3.00      ml  29.0  76.08  0.171  0.3961   
...          ...         ...   ...   ...     ...   ...    ...    ...     ...   
32100  37.000000 -116.000000  0.01  3.03      mh     5    279  1.749    0.63   
32107  37.251000 -115.735500  0.01  3.67      ml     9    284  2.003    0.66   
32140  37.138167 -115.752500  0.01  3.81      ml     7    281  1.983     0.4   
32173  37.114167 -115.894167  0.01  3.62      ml     7    284  1.869    0.66   
32186  37.177500 -115.903167  0.01  3.93      ml    12    269  1.864    0.49   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
457    nn  ...          NaN          NaN          NaN          NaN   
913    nn  ...          NaN          NaN          NaN          NaN   
1944   nn  ...          NaN          NaN          NaN          NaN   
3197   nn  ...          NaN          NaN          NaN          NaN   
3198   nn  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32100  ci  ...          NaN          NaN          NaN          NaN   
32107  ci  ...          NaN          NaN          NaN          NaN   
32140  ci  ...          NaN          NaN          NaN          NaN   
32173  ci  ...          NaN          NaN          NaN          NaN   
32186  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
457            NaN          NaN  \r  2022-03-15  0.815850  Grid_-116_37  
913            NaN          NaN  \r  2021-02-28  0.815850  Grid_-116_37  
1944           NaN          NaN  \r  2019-11-26  0.754268  Grid_-116_37  
3197           NaN          NaN  \r  2019-06-02  0.835175  Grid_-116_37  
3198           NaN          NaN  \r  2019-06-01  0.732408  Grid_-116_37  
...            ...          ...  ..         ...       ...           ...  
32100          NaN          NaN  \r  1964-09-27  0.739042  Grid_-116_37  
32107          NaN          NaN  \r  1964-09-11  0.866794  Grid_-116_37  
32140          NaN          NaN  \r  1964-06-12  0.891753  Grid_-116_37  
32173          NaN          NaN  \r  1964-03-12  0.857649  Grid_-116_37  
32186          NaN          NaN  \r  1964-02-13  0.912426  Grid_-116_37  

[158 rows x 1003 columns], 'Grid_-116_38':        latitude   longitude depth   mag magType   nst     gap   dmin     rms  \
264     38.3553 -115.833100  11.2  3.00      ml  24.0   60.33  0.714  0.2654   
268     38.3737 -115.803200   3.1  3.00      ml  15.0   76.65  0.731  0.1289   
277     38.3662 -115.824200  10.4  3.00      ml  29.0   60.54  0.725  0.2573   
464     38.0585 -115.258100   7.5  3.50      ml  11.0    51.0  0.614  0.1696   
465     38.0896 -115.285400   8.2  3.10      ml  17.0  104.67  0.642  0.1755   
1818    38.3277 -115.245100   6.3  3.70      ml  40.0   78.75  0.268  0.1514   
1821    38.3401 -115.235500   6.1  3.00      ml  21.0   79.48  0.275   0.191   
2099    38.3153 -115.825900  11.8  3.10      ml  11.0   73.87  0.674   0.183   
3238    38.3738 -115.820400   6.2  3.20      ml  62.0    72.2  0.732   0.247   
3257    38.3635 -115.808000   5.1  3.00      ml  66.0    71.8  0.721   0.265   
3286    38.3846 -115.829500   4.7  3.80      ml  55.0   38.92  0.195  0.2169   
3303    38.3833 -115.829200   4.7  3.10      ml  36.0  116.06  0.194  0.1841   
3477    38.0274 -115.249300  14.3  3.20      ml  21.0   48.81  0.549  0.1396   
4304    38.9075 -115.378900     0  3.90      ml    17   72.04  0.582  0.2202   
4698    38.8169 -115.797400   1.7  3.30      ml     6  174.82  0.497  0.1369   
4786    38.1922 -115.349100  10.7  3.00      ml     8  123.02  0.243  0.1555   
4841    38.9244 -115.331300   9.3  3.80      ml    11  176.72  1.217  0.0913   
5055    38.0033 -115.453200     4  3.30      ml    23  121.89  0.676  0.1973   
5465    38.2302 -115.736300   6.6  3.20      ml     5  144.47  0.168  0.0978   
5764    38.3038 -115.823500  11.3  3.30      ml     5  191.99  0.192  0.0381   
7139    38.2615 -115.826200   8.2  3.20      ml     5  159.09  0.208  0.0838   
7222    38.9537 -115.197600   9.1  3.30      ml     4  176.67  0.677  0.0917   
8812    38.5647 -115.464400   0.0  3.20      ml     5  272.92  0.235  0.1988   
8834    38.4212 -115.542000   9.2  3.30      ml     5   298.3  0.079  0.0219   
8836    38.6873 -115.411400   1.1  4.10      ml    15   89.56  0.365  0.1039   
8936    38.8918 -115.189300   2.4  3.00      ml     4  176.91  0.624  0.0985   
9109    38.8707 -115.191500   2.9  3.00      ml     4  291.42  0.605  0.0263   
12384   38.3320 -115.742000   5.0  3.30      md   NaN     NaN    NaN    0.62   
17745   38.9590 -115.802000  10.0  3.00      ml   NaN     NaN    NaN     0.5   
18944   38.7780 -115.155000   5.0  3.40      md   NaN     NaN    NaN     0.3   
18948   38.7910 -115.128000   5.0  3.20      md   NaN     NaN    NaN     0.5   
21076   38.4610 -115.682000   5.0  3.50      ml   NaN     NaN    NaN     0.5   
24027   38.2640 -115.909000   5.0  3.60      ml   NaN     NaN    NaN     0.4   
26786   38.4020 -115.240000   5.0  3.90      mb   NaN     NaN    NaN     NaN   
29991   38.6760 -115.639000    10  4.40      mb   NaN     NaN    NaN     NaN   
30263   38.0000 -115.049167  0.01  4.57      ml     9     308  2.699    2.81   

         net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
264       nn  ...          NaN          NaN          NaN          NaN   
268       nn  ...          NaN          NaN          NaN          NaN   
277       nn  ...          NaN          NaN          NaN          NaN   
464       nn  ...          NaN          NaN          NaN          NaN   
465       nn  ...          NaN          NaN          NaN          NaN   
1818      nn  ...          NaN          NaN          NaN          NaN   
1821      nn  ...          NaN          NaN          NaN          NaN   
2099      nn  ...          NaN          NaN          NaN          NaN   
3238      nn  ...          NaN          NaN          NaN          NaN   
3257      nn  ...          NaN          NaN          NaN          NaN   
3286      nn  ...          NaN          NaN          NaN          NaN   
3303      nn  ...          NaN          NaN          NaN          NaN   
3477      nn  ...          NaN          NaN          NaN          NaN   
4304      nn  ...          NaN          NaN          NaN          NaN   
4698      nn  ...          NaN          NaN          NaN          NaN   
4786      nn  ...          NaN          NaN          NaN          NaN   
4841      nn  ...          NaN          NaN          NaN          NaN   
5055      nn  ...          NaN          NaN          NaN          NaN   
5465      nn  ...          NaN          NaN          NaN          NaN   
5764      nn  ...          NaN          NaN          NaN          NaN   
7139      nn  ...          NaN          NaN          NaN          NaN   
7222      nn  ...          NaN          NaN          NaN          NaN   
8812      nn  ...          NaN          NaN          NaN          NaN   
8834      nn  ...          NaN          NaN          NaN          NaN   
8836      nn  ...          NaN          NaN          NaN          NaN   
8936      nn  ...          NaN          NaN          NaN          NaN   
9109      nn  ...          NaN          NaN          NaN          NaN   
12384     us  ...          NaN          NaN          NaN          NaN   
17745     us  ...          NaN          NaN          NaN          NaN   
18944     us  ...          NaN          NaN          NaN          NaN   
18948     us  ...          NaN          NaN          NaN          NaN   
21076     us  ...          NaN          NaN          NaN          NaN   
24027     us  ...          NaN          NaN          NaN          NaN   
26786     us  ...          NaN          NaN          NaN          NaN   
29991  ushis  ...          NaN          NaN          NaN          NaN   
30263     ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
264            NaN          NaN  \r  2022-12-09  0.732408  Grid_-116_38  
268            NaN          NaN  \r  2022-12-07  0.732408  Grid_-116_38  
277            NaN          NaN  \r  2022-11-21  0.732408  Grid_-116_38  
464            NaN          NaN  \r  2022-03-04  0.835175  Grid_-116_38  
465            NaN          NaN  \r  2022-03-03  0.754268  Grid_-116_38  
1818           NaN          NaN  \r  2020-04-11  0.872222  Grid_-116_38  
1821           NaN          NaN  \r  2020-04-10  0.732408  Grid_-116_38  
2099           NaN          NaN  \r  2019-07-27  0.754268  Grid_-116_38  
3238           NaN          NaN  \r  2019-04-06  0.775434  Grid_-116_38  
3257           NaN          NaN  \r  2019-02-24  0.732408  Grid_-116_38  
3286           NaN          NaN  \r  2019-01-25  0.890001  Grid_-116_38  
3303           NaN          NaN  \r  2019-01-09  0.754268  Grid_-116_38  
3477           NaN          NaN  \r  2018-02-23  0.775434  Grid_-116_38  
4304           NaN          NaN  \r  2015-02-28  0.907318  Grid_-116_38  
4698           NaN          NaN  \r  2014-04-18  0.795948  Grid_-116_38  
4786           NaN          NaN  \r  2013-12-31  0.732408  Grid_-116_38  
4841           NaN          NaN  \r  2013-10-12  0.890001  Grid_-116_38  
5055           NaN          NaN  \r  2013-02-05  0.795948  Grid_-116_38  
5465           NaN          NaN  \r  2011-08-21  0.775434  Grid_-116_38  
5764           NaN          NaN  \r  2010-11-23  0.795948  Grid_-116_38  
7139           NaN          NaN  \r  2009-09-13  0.775434  Grid_-116_38  
7222           NaN          NaN  \r  2009-04-25  0.795948  Grid_-116_38  
8812           NaN          NaN  \r  2004-10-20  0.775434  Grid_-116_38  
8834           NaN          NaN  \r  2004-10-09  0.795948  Grid_-116_38  
8836           NaN          NaN  \r  2004-10-08  0.940658  Grid_-116_38  
8936           NaN          NaN  \r  2004-08-28  0.732408  Grid_-116_38  
9109           NaN          NaN  \r  2004-02-23  0.732408  Grid_-116_38  
12384          NaN          NaN  \r  1997-12-13  0.795948  Grid_-116_38  
17745          NaN          NaN  \r  1990-12-07  0.732408  Grid_-116_38  
18944          NaN          NaN  \r  1988-10-17  0.815850  Grid_-116_38  
18948          NaN          NaN  \r  1988-10-16  0.775434  Grid_-116_38  
21076          NaN          NaN  \r  1985-10-02  0.835175  Grid_-116_38  
24027          NaN          NaN  \r  1981-06-11  0.853956  Grid_-116_38  
26786          NaN          NaN  \r  1978-07-29  0.907318  Grid_-116_38  
29991          NaN          NaN  \r  1972-12-09  0.987736  Grid_-116_38  
30263          NaN          NaN  \r  1971-07-10  1.013009  Grid_-116_38  

[36 rows x 1003 columns], 'Grid_-117_32':         latitude   longitude  depth   mag magType    nst   gap     dmin   rms  \
274    32.836167 -116.040333  10.46  3.82      mw   79.0  43.0  0.06516  0.25   
503    32.862500 -116.080500   7.23  3.01      ml   92.0  31.0  0.07185  0.22   
1323   32.865500 -116.226833  10.16  3.42      ml  135.0  50.0   0.1097  0.27   
1768   32.867167 -116.017167  10.39  3.32      ml   82.0  28.0  0.04489  0.26   
1820   32.355167 -116.425167  23.97  3.40      ml   55.0  73.0   0.2062  0.22   
...          ...         ...    ...   ...     ...    ...   ...      ...   ...   
32640  32.872833 -116.249833      6  3.19      ml      5   211   0.4044  0.53   
32692  32.986667 -116.209833      6  3.28      ml      6   199    0.495   0.7   
32695  32.987333 -116.231000      6  3.48      ml      5   197   0.4815  0.76   
32701  32.947833 -116.149833      6  3.16      ml      5   210   0.5146  0.46   
32702  32.951667 -116.153000      6  3.04      ml      6   210   0.5143  0.65   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
274    ci  ...          NaN          NaN          NaN          NaN   
503    ci  ...          NaN          NaN          NaN          NaN   
1323   ci  ...          NaN          NaN          NaN          NaN   
1768   ci  ...          NaN          NaN          NaN          NaN   
1820   ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32640  ci  ...          NaN          NaN          NaN          NaN   
32692  ci  ...          NaN          NaN          NaN          NaN   
32695  ci  ...          NaN          NaN          NaN          NaN   
32701  ci  ...          NaN          NaN          NaN          NaN   
32702  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
274            NaN          NaN  \r  2022-12-01  0.893500  Grid_-117_32  
503            NaN          NaN  \r  2022-01-22  0.734627  Grid_-117_32  
1323           NaN          NaN  \r  2020-07-05  0.819760  Grid_-117_32  
1768           NaN          NaN  \r  2020-05-12  0.799977  Grid_-117_32  
1820           NaN          NaN  \r  2020-04-10  0.815850  Grid_-117_32  
...            ...          ...  ..         ...       ...           ...  
32640          NaN          NaN  \r  1961-12-04  0.773347  Grid_-117_32  
32692          NaN          NaN  \r  1961-09-21  0.791896  Grid_-117_32  
32695          NaN          NaN  \r  1961-09-19  0.831355  Grid_-117_32  
32701          NaN          NaN  \r  1961-09-17  0.767048  Grid_-117_32  
32702          NaN          NaN  \r  1961-09-16  0.741238  Grid_-117_32  

[230 rows x 1003 columns], 'Grid_-117_33':         latitude   longitude  depth   mag magType    nst    gap     dmin  \
240    33.397500 -116.393333   3.88  4.14      mw  132.0   16.0  0.07391   
291    33.480667 -116.426167   5.79  3.27      ml  120.0   25.0  0.04262   
302    33.041333 -116.354667  11.79  3.47     mlr  117.0   21.0  0.07879   
305    33.924667 -116.921500   7.62  3.01      ml  114.0   20.0  0.04923   
308    33.480333 -116.513167    9.3  3.41      ml  131.0   20.0  0.07577   
...          ...         ...    ...   ...     ...    ...    ...      ...   
32863  33.123500 -116.411167    6.0  3.36      ml    5.0  160.0   0.4425   
32864  33.069833 -116.585167  15.89  3.24      ml    7.0  141.0   0.3663   
32887  33.158833 -116.461333    6.0  3.70      ml    7.0  234.0   0.3883   
32891  33.111000 -116.043833    6.0  3.35      ml    4.0  203.0   0.6813   
32896  33.415333 -116.430167    6.0  3.10      ml    5.0  249.0   0.3671   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
240    0.19  ci  ...          NaN          NaN          NaN          NaN   
291    0.19  ci  ...          NaN          NaN          NaN          NaN   
302    0.21  ci  ...          NaN          NaN          NaN          NaN   
305    0.17  ci  ...          NaN          NaN          NaN          NaN   
308    0.18  ci  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32863  0.54  ci  ...          NaN          NaN          NaN          NaN   
32864  0.23  ci  ...          NaN          NaN          NaN          NaN   
32887  0.64  ci  ...          NaN          NaN          NaN          NaN   
32891  0.43  ci  ...          NaN          NaN          NaN          NaN   
32896  0.39  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
240            NaN          NaN  \r  2022-12-31  0.947131  Grid_-117_33  
291            NaN          NaN  \r  2022-10-23  0.789860  Grid_-117_33  
302            NaN          NaN  \r  2022-10-07  0.829436  Grid_-117_33  
305            NaN          NaN  \r  2022-10-03  0.734627  Grid_-117_33  
308            NaN          NaN  \r  2022-09-30  0.817808  Grid_-117_33  
...            ...          ...  ..         ...       ...           ...  
32863          NaN          NaN  \r  1960-05-11  0.807961  Grid_-117_33  
32864          NaN          NaN  \r  1960-05-08  0.783716  Grid_-117_33  
32887          NaN          NaN  \r  1960-02-09  0.872222  Grid_-117_33  
32891          NaN          NaN  \r  1960-01-24  0.805974  Grid_-117_33  
32896          NaN          NaN  \r  1960-01-08  0.754268  Grid_-117_33  

[1487 rows x 1003 columns], 'Grid_-117_34':         latitude   longitude depth   mag magType    nst    gap     dmin   rms  \
241    34.355667 -116.921833  4.73  3.47      mw  121.0   25.0  0.07845  0.15   
311    34.430167 -116.489833  7.67  3.33      ml   75.0   42.0   0.1199  0.14   
414    34.007833 -116.444833  8.25  3.76      mw  115.0   21.0  0.07131  0.15   
601    34.138667 -116.444167   6.7  3.07      ml  144.0   19.0  0.06611  0.17   
663    34.140000 -116.443000  4.38  3.06      ml  109.0   18.0  0.06448  0.16   
...          ...         ...   ...   ...     ...    ...    ...      ...   ...   
32832  34.941167 -116.514333   6.0  3.12      ml    5.0  236.0    1.183  0.61   
32834  34.026833 -116.694500   6.0  3.04      ml   11.0  131.0   0.5666  0.55   
32855  34.971500 -116.897167   6.0  3.03      ml    6.0  211.0    1.018  0.52   
32888  34.125167 -116.634333   6.0  3.37      ml    6.0  206.0   0.6291  0.36   
32889  34.699333 -116.472833   6.0  3.05      ml    4.0  277.0    1.026  0.57   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
241    ci  ...          NaN          NaN          NaN          NaN   
311    ci  ...          NaN          NaN          NaN          NaN   
414    ci  ...          NaN          NaN          NaN          NaN   
601    ci  ...          NaN          NaN          NaN          NaN   
663    ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32832  ci  ...          NaN          NaN          NaN          NaN   
32834  ci  ...          NaN          NaN          NaN          NaN   
32855  ci  ...          NaN          NaN          NaN          NaN   
32888  ci  ...          NaN          NaN          NaN          NaN   
32889  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
241            NaN          NaN  \r  2022-12-31  0.829436  Grid_-117_34  
311            NaN          NaN  \r  2022-09-27  0.801982  Grid_-117_34  
414            NaN          NaN  \r  2022-05-16  0.882946  Grid_-117_34  
601            NaN          NaN  \r  2021-10-01  0.747785  Grid_-117_34  
663            NaN          NaN  \r  2021-08-16  0.745610  Grid_-117_34  
...            ...          ...  ..         ...       ...           ...  
32832          NaN          NaN  \r  1960-10-08  0.758555  Grid_-117_34  
32834          NaN          NaN  \r  1960-09-28  0.741238  Grid_-117_34  
32855          NaN          NaN  \r  1960-06-28  0.739042  Grid_-117_34  
32888          NaN          NaN  \r  1960-01-31  0.809942  Grid_-117_34  
32889          NaN          NaN  \r  1960-01-29  0.743428  Grid_-117_34  

[2639 rows x 1003 columns], 'Grid_-117_35':         latitude   longitude depth   mag magType   nst    gap      dmin   rms  \
441    35.038167 -116.976500  2.01  3.62      mw  47.0   37.0    0.1633  0.11   
556    35.986833 -116.080667  2.74  3.12      ml  17.0   50.0    0.1802  0.18   
859    35.060833 -116.619833  1.97  3.01      ml  27.0   49.0  0.005958  0.13   
1876   35.827000 -116.601833  1.05  3.16      ml  42.0   75.0     0.257   0.2   
1878   35.095000 -116.967167  2.27  3.93      mw  46.0   33.0    0.2205  0.13   
...          ...         ...   ...   ...     ...   ...    ...       ...   ...   
32730  35.100333 -116.776833     6  3.44      ml     8    175     0.979  0.56   
32732  35.824833 -116.806500     6  3.36      ml     6    284    0.6429  0.45   
32807  35.108333 -116.498833   6.0  3.12      ml   5.0  265.0     1.141  0.68   
32815  35.133500 -116.736667   6.0  3.20      ml   9.0  191.0    0.9783  0.81   
32892  35.419167 -116.288333   6.0  3.38      ml   6.0  231.0     1.138  0.39   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
441    ci  ...          NaN          NaN          NaN          NaN   
556    ci  ...          NaN          NaN          NaN          NaN   
859    ci  ...          NaN          NaN          NaN          NaN   
1876   ci  ...          NaN          NaN          NaN          NaN   
1878   ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32730  ci  ...          NaN          NaN          NaN          NaN   
32732  ci  ...          NaN          NaN          NaN          NaN   
32807  ci  ...          NaN          NaN          NaN          NaN   
32815  ci  ...          NaN          NaN          NaN          NaN   
32892  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
441            NaN          NaN  \r  2022-04-03  0.857649  Grid_-117_35  
556            NaN          NaN  \r  2021-12-07  0.758555  Grid_-117_35  
859            NaN          NaN  \r  2021-04-23  0.734627  Grid_-117_35  
1876           NaN          NaN  \r  2020-02-13  0.767048  Grid_-117_35  
1878           NaN          NaN  \r  2020-02-08  0.912426  Grid_-117_35  
...            ...          ...  ..         ...       ...           ...  
32730          NaN          NaN  \r  1961-08-12  0.823648  Grid_-117_35  
32732          NaN          NaN  \r  1961-08-06  0.807961  Grid_-117_35  
32807          NaN          NaN  \r  1960-12-20  0.758555  Grid_-117_35  
32815          NaN          NaN  \r  1960-11-22  0.775434  Grid_-117_35  
32892          NaN          NaN  \r  1960-01-23  0.811917  Grid_-117_35  

[171 rows x 1003 columns], 'Grid_-117_36':         latitude   longitude  depth   mag magType   nst    gap     dmin  \
865    36.655000 -116.267600    8.4  3.50      ml  40.0  34.24    0.079   
4192   36.619200 -116.247500    7.4  3.00      ml    30   36.3    0.089   
4642   36.626667 -116.935667  3.539  3.36      ml    20     81   0.1229   
4645   36.434333 -116.932500  8.199  3.63      ml    17     61  0.06477   
4771   36.394167 -116.935833  8.122  3.15      ml    24     55  0.09349   
...          ...         ...    ...   ...     ...   ...    ...      ...   
32138  36.680500 -116.358833   0.01  3.23      ml     7    300    1.322   
32182  36.949667 -116.109333   0.01  4.33      ml    12    272     1.65   
32644  36.055500 -116.066833      6  3.60      ml     5    294    1.265   
32769  36.735667 -116.032000    6.0  3.25      mh   3.0  314.0    1.563   
32770  36.728167 -116.091667    6.0  4.31      ml  13.0  250.0     1.52   

          rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
865    0.1451  nn  ...          NaN          NaN          NaN          NaN   
4192   0.1507  nn  ...          NaN          NaN          NaN          NaN   
4642     0.24  ci  ...          NaN          NaN          NaN          NaN   
4645     0.16  ci  ...          NaN          NaN          NaN          NaN   
4771     0.13  ci  ...          NaN          NaN          NaN          NaN   
...       ...  ..  ...          ...          ...          ...          ...   
32138    0.46  ci  ...          NaN          NaN          NaN          NaN   
32182    0.33  ci  ...          NaN          NaN          NaN          NaN   
32644    0.51  ci  ...          NaN          NaN          NaN          NaN   
32769    0.59  ci  ...          NaN          NaN          NaN          NaN   
32770    0.69  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
865            NaN          NaN  \r  2021-04-17  0.835175  Grid_-117_36  
4192           NaN          NaN  \r  2015-07-22  0.732408  Grid_-117_36  
4642           NaN          NaN  \r  2014-07-11  0.807961  Grid_-117_36  
4645           NaN          NaN  \r  2014-07-09  0.859488  Grid_-117_36  
4771           NaN          NaN  \r  2014-01-18  0.764935  Grid_-117_36  
...            ...          ...  ..         ...       ...           ...  
32138          NaN          NaN  \r  1964-06-18  0.781655  Grid_-117_36  
32182          NaN          NaN  \r  1964-02-18  0.977045  Grid_-117_36  
32644          NaN          NaN  \r  1961-11-26  0.853956  Grid_-117_36  
32769          NaN          NaN  \r  1961-03-27  0.785770  Grid_-117_36  
32770          NaN          NaN  \r  1961-03-27  0.973959  Grid_-117_36  

[98 rows x 1003 columns], 'Grid_-117_37':         latitude   longitude depth   mag magType   nst     gap   dmin     rms  \
3184   37.469600 -116.695600  15.9  4.10      ml  56.0   34.09  0.271  0.2249   
4815   37.893300 -116.071100  12.2  3.10      ml     6  174.13  0.666  0.0882   
4826   37.058600 -116.089000   5.9  3.60      ml    25   77.76  0.093  0.1929   
5265   37.144000 -116.367000   3.8  3.10      ml    81    18.8    NaN     NaN   
6929   37.653100 -116.791200   2.7  3.20      ml    19   91.41  0.471  0.1097   
...          ...         ...   ...   ...     ...   ...     ...    ...     ...   
32638  37.126667 -116.048667   0.2  3.06      mh     4     316  1.746    1.87   
32641  37.045833 -116.027667  0.01  4.12      ml    13     263  1.762    0.95   
32659  37.048500 -116.031167   0.2  3.13      ml     4     331  1.763    1.11   
32676  37.194333 -116.207000   0.3  3.74      ml     7     279  1.623    0.38   
32706  37.187833 -116.207833  0.04  4.20      ml    13     266  1.622    0.83   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
3184   nn  ...          NaN          NaN          NaN          NaN   
4815   nn  ...          NaN          NaN          NaN          NaN   
4826   nn  ...          NaN          NaN          NaN          NaN   
5265   us  ...          NaN          NaN          NaN          NaN   
6929   nn  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32638  ci  ...          NaN          NaN          NaN          NaN   
32641  ci  ...          NaN          NaN          NaN          NaN   
32659  ci  ...          NaN          NaN          NaN          NaN   
32676  ci  ...          NaN          NaN          NaN          NaN   
32706  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
3184           NaN          NaN  \r  2019-06-11  0.940658  Grid_-117_37  
4815           NaN          NaN  \r  2013-11-12  0.754268  Grid_-117_37  
4826           NaN          NaN  \r  2013-10-25  0.853956  Grid_-117_37  
5265           NaN          NaN  \r  2012-06-15  0.754268  Grid_-117_37  
6929           NaN          NaN  \r  2010-02-22  0.775434  Grid_-117_37  
...            ...          ...  ..         ...       ...           ...  
32638          NaN          NaN  \r  1961-12-13  0.745610  Grid_-117_37  
32641          NaN          NaN  \r  1961-12-03  0.943902  Grid_-117_37  
32659          NaN          NaN  \r  1961-10-29  0.760689  Grid_-117_37  
32676          NaN          NaN  \r  1961-10-10  0.879390  Grid_-117_37  
32706          NaN          NaN  \r  1961-09-15  0.956723  Grid_-117_37  

[729 rows x 1003 columns], 'Grid_-117_38':         latitude   longitude  depth   mag magType   nst     gap   dmin  \
370    38.724000 -116.096600    2.6  3.10      ml  12.0   60.33  0.853   
373    38.687800 -116.087500    0.0  3.10      ml   9.0    59.3  0.866   
374    38.719200 -116.087300    0.0  3.00      ml  10.0   69.93  0.861   
375    38.684000 -116.104600    2.8  3.50      ml  12.0   54.47  0.853   
376    38.687000 -116.087800    0.8  3.50      ml  16.0   55.82  0.866   
382    38.694300 -116.089700    0.2  3.50      ml  15.0   55.91  0.863   
383    38.705300 -116.085800   17.9  3.10      ml  11.0  103.84  0.864   
629    38.288200 -116.011500    4.1  3.30      ml  19.0   92.06  0.677   
683    38.171600 -116.728000    0.9  3.00      ml  29.0  124.62  0.401   
684    38.172900 -116.715400    1.0  3.80      ml  39.0  106.33  0.411   
851    38.167200 -116.729500    8.3  4.10      ml  16.0   72.84  0.399   
3200   38.396000 -116.633900   14.8  4.20      ml  87.0   68.33  0.563   
3554   38.835200 -116.714300   12.5  3.30      ml  19.0   96.26  0.364   
4239   38.976200 -116.063700      0  3.60      ml    33   67.05   0.73   
4333   38.959900 -116.081500      0  3.30      ml    12   85.63  0.724   
4364   38.852300 -116.173000      0  3.10      ml     7  233.69  0.682   
4516   38.891300 -116.162300      0  3.80      ml    11   64.72  0.705   
4529   38.287400 -116.436800      0  3.00      ml     7   79.36  0.653   
5255   38.216400 -116.491900    0.0  3.20      ml    35  159.34  0.924   
5415   38.648000 -116.162000    0.0  3.40      ml     9  157.02  0.542   
5561   38.308900 -116.453000    0.0  3.90      ml     9  135.63  0.682   
5609   38.294000 -116.425700    4.0  3.30      ml     6  162.83  0.662   
8056   38.162500 -116.268400   19.7  3.40      ml     8  102.57  0.129   
8428   38.096100 -116.282500   13.7  3.40      ml     4  262.72  0.736   
9683   38.533000 -116.941400    3.5  3.00      ml     6  152.69  0.501   
11807  38.490000 -116.010000    3.0  3.20      md   NaN     NaN    NaN   
12844  38.254000 -116.971000    5.0  3.00      ml   NaN     NaN    NaN   
15744  38.387000 -116.120000    5.0  3.10      ml   NaN     NaN    NaN   
15749  38.323000 -116.159000    5.0  3.10      ml   NaN     NaN    NaN   
17755  38.673000 -116.457000   10.0  3.20      mb   NaN     NaN    NaN   
18941  38.737000 -116.435000    5.0  3.40      ml   NaN     NaN    NaN   
19028  38.656000 -116.300000    5.0  3.10      md   NaN     NaN    NaN   
19067  38.727000 -116.494000    5.0  3.40      ml   NaN     NaN    NaN   
19280  38.755000 -116.512000    5.0  3.30      ml   NaN     NaN    NaN   
19324  38.444000 -116.080000    5.0  4.20      ml   NaN     NaN    NaN   
20191  38.574000 -116.875000  4.208  3.07      mc   0.0   297.4    NaN   
22245  38.867000 -116.017000    5.0  4.20      ml   NaN     NaN    NaN   
27078  38.978000 -116.584000    5.0  3.00      ml   NaN     NaN    NaN   
27728  38.910000 -116.430000    1.0  4.70      mb   NaN     NaN    NaN   
30053  38.432667 -116.334167      6  3.31      mh     3     332    NaN   
30789  38.950000 -116.400000    NaN  4.50      mb   NaN     NaN    NaN   
31325  38.493000 -116.192000   10.0  5.25      mw   NaN     NaN    NaN   
32890  38.000000 -116.500000    NaN  4.90      ml   NaN     NaN    NaN   

          rms     net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996  \
370     0.153      nn  ...          NaN          NaN          NaN   
373    0.1554      nn  ...          NaN          NaN          NaN   
374    0.1854      nn  ...          NaN          NaN          NaN   
375    0.1641      nn  ...          NaN          NaN          NaN   
376    0.1461      nn  ...          NaN          NaN          NaN   
382    0.1739      nn  ...          NaN          NaN          NaN   
383    0.1853      nn  ...          NaN          NaN          NaN   
629    0.1928      nn  ...          NaN          NaN          NaN   
683    0.1391      nn  ...          NaN          NaN          NaN   
684    0.2018      nn  ...          NaN          NaN          NaN   
851    0.1758      nn  ...          NaN          NaN          NaN   
3200   0.2631      nn  ...          NaN          NaN          NaN   
3554   0.1203      nn  ...          NaN          NaN          NaN   
4239   0.2522      nn  ...          NaN          NaN          NaN   
4333   0.3001      nn  ...          NaN          NaN          NaN   
4364   0.2124      nn  ...          NaN          NaN          NaN   
4516   0.1056      nn  ...          NaN          NaN          NaN   
4529   0.1943      nn  ...          NaN          NaN          NaN   
5255   0.1234      nn  ...          NaN          NaN          NaN   
5415   0.1807      nn  ...          NaN          NaN          NaN   
5561   0.0691      nn  ...          NaN          NaN          NaN   
5609   0.0135      nn  ...          NaN          NaN          NaN   
8056   0.1141      nn  ...          NaN          NaN          NaN   
8428   0.0232      nn  ...          NaN          NaN          NaN   
9683   0.0786      nn  ...          NaN          NaN          NaN   
11807     NaN      us  ...          NaN          NaN          NaN   
12844    0.27      us  ...          NaN          NaN          NaN   
15744     0.8      us  ...          NaN          NaN          NaN   
15749     0.7      us  ...          NaN          NaN          NaN   
17755     1.0      us  ...          NaN          NaN          NaN   
18941     0.3      us  ...          NaN          NaN          NaN   
19028     0.4      us  ...          NaN          NaN          NaN   
19067     0.7      us  ...          NaN          NaN          NaN   
19280     1.0      us  ...          NaN          NaN          NaN   
19324     0.5      us  ...          NaN          NaN          NaN   
20191   0.521      ci  ...          NaN          NaN          NaN   
22245     0.4      us  ...          NaN          NaN          NaN   
27078     NaN      us  ...          NaN          NaN          NaN   
27728     NaN      us  ...          NaN          NaN          NaN   
30053    0.39      ci  ...          NaN          NaN          NaN   
30789     NaN   ushis  ...          NaN          NaN          NaN   
31325     NaN  iscgem  ...          NaN          NaN          NaN   
32890     NaN   ushis  ...          NaN          NaN          NaN   

      Unnamed: 997 Unnamed: 998 Unnamed: 999  \r        Date    Energy  \
370            NaN          NaN          NaN  \r  2022-07-14  0.754268   
373            NaN          NaN          NaN  \r  2022-07-12  0.754268   
374            NaN          NaN          NaN  \r  2022-07-11  0.732408   
375            NaN          NaN          NaN  \r  2022-07-11  0.835175   
376            NaN          NaN          NaN  \r  2022-07-11  0.835175   
382            NaN          NaN          NaN  \r  2022-07-03  0.835175   
383            NaN          NaN          NaN  \r  2022-07-02  0.754268   
629            NaN          NaN          NaN  \r  2021-09-08  0.795948   
683            NaN          NaN          NaN  \r  2021-07-24  0.732408   
684            NaN          NaN          NaN  \r  2021-07-24  0.890001   
851            NaN          NaN          NaN  \r  2021-04-28  0.940658   
3200           NaN          NaN          NaN  \r  2019-05-23  0.956723   
3554           NaN          NaN          NaN  \r  2017-10-11  0.795948   
4239           NaN          NaN          NaN  \r  2015-05-24  0.853956   
4333           NaN          NaN          NaN  \r  2015-01-29  0.795948   
4364           NaN          NaN          NaN  \r  2015-01-06  0.754268   
4516           NaN          NaN          NaN  \r  2014-11-04  0.890001   
4529           NaN          NaN          NaN  \r  2014-10-21  0.732408   
5255           NaN          NaN          NaN  \r  2012-07-01  0.775434   
5415           NaN          NaN          NaN  \r  2011-10-23  0.815850   
5561           NaN          NaN          NaN  \r  2011-04-30  0.907318   
5609           NaN          NaN          NaN  \r  2011-04-13  0.795948   
8056           NaN          NaN          NaN  \r  2007-03-01  0.815850   
8428           NaN          NaN          NaN  \r  2005-11-29  0.815850   
9683           NaN          NaN          NaN  \r  2002-12-20  0.732408   
11807          NaN          NaN          NaN  \r  1999-02-09  0.775434   
12844          NaN          NaN          NaN  \r  1997-01-20  0.732408   
15744          NaN          NaN          NaN  \r  1992-07-17  0.754268   
15749          NaN          NaN          NaN  \r  1992-07-16  0.754268   
17755          NaN          NaN          NaN  \r  1990-11-28  0.775434   
18941          NaN          NaN          NaN  \r  1988-10-19  0.815850   
19028          NaN          NaN          NaN  \r  1988-08-22  0.754268   
19067          NaN          NaN          NaN  \r  1988-07-20  0.815850   
19280          NaN          NaN          NaN  \r  1988-02-01  0.795948   
19324          NaN          NaN          NaN  \r  1987-12-30  0.956723   
20191          NaN          NaN          NaN  \r  1986-09-11  0.747785   
22245          NaN          NaN          NaN  \r  1983-09-13  0.956723   
27078          NaN          NaN          NaN  \r  1977-12-13  0.732408   
27728          NaN          NaN          NaN  \r  1976-08-22  1.031708   
30053          NaN          NaN          NaN  \r  1972-07-01  0.797965   
30789          NaN          NaN          NaN  \r  1970-03-28  1.002718   
31325          NaN          NaN          NaN  \r  1968-05-22  1.105485   
32890          NaN          NaN          NaN  \r  1960-01-26  1.059490   

         grid_label  
370    Grid_-117_38  
373    Grid_-117_38  
374    Grid_-117_38  
375    Grid_-117_38  
376    Grid_-117_38  
382    Grid_-117_38  
383    Grid_-117_38  
629    Grid_-117_38  
683    Grid_-117_38  
684    Grid_-117_38  
851    Grid_-117_38  
3200   Grid_-117_38  
3554   Grid_-117_38  
4239   Grid_-117_38  
4333   Grid_-117_38  
4364   Grid_-117_38  
4516   Grid_-117_38  
4529   Grid_-117_38  
5255   Grid_-117_38  
5415   Grid_-117_38  
5561   Grid_-117_38  
5609   Grid_-117_38  
8056   Grid_-117_38  
8428   Grid_-117_38  
9683   Grid_-117_38  
11807  Grid_-117_38  
12844  Grid_-117_38  
15744  Grid_-117_38  
15749  Grid_-117_38  
17755  Grid_-117_38  
18941  Grid_-117_38  
19028  Grid_-117_38  
19067  Grid_-117_38  
19280  Grid_-117_38  
19324  Grid_-117_38  
20191  Grid_-117_38  
22245  Grid_-117_38  
27078  Grid_-117_38  
27728  Grid_-117_38  
30053  Grid_-117_38  
30789  Grid_-117_38  
31325  Grid_-117_38  
32890  Grid_-117_38  

[43 rows x 1003 columns], 'Grid_-118_32':         latitude   longitude  depth   mag magType   nst    gap    dmin   rms  \
1024   32.591667 -117.290000  15.71  3.25      ml  47.0  200.0  0.1351  0.16   
1929   32.587500 -117.922333  28.95  3.35      ml  33.0  203.0  0.5961  0.19   
1950   32.943500 -117.549000  15.11  3.19      ml  76.0  138.0  0.2778  0.18   
3381   32.397499 -117.760498  29.84  3.13      ml  22.0  298.0  0.5608  0.16   
3406   32.606833 -117.540667   17.8  3.46      ml  55.0  183.0  0.2891  0.18   
...          ...         ...    ...   ...     ...   ...    ...     ...   ...   
32373  32.213000 -117.060000      6  3.54      ml     4    314  0.5696   0.3   
32521  32.599333 -117.266000      6  3.27      ml     8    242  0.5075  0.72   
32572  32.976500 -117.770500      6  3.30      ml    10    174   0.923  0.58   
32748  32.636333 -117.029833      6  3.17      ml     6    247  0.3049  0.64   
32771  32.496500 -117.687167    6.0  3.61      ml  11.0  243.0  0.8762  0.46   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
1024   ci  ...          NaN          NaN          NaN          NaN   
1929   ci  ...          NaN          NaN          NaN          NaN   
1950   ci  ...          NaN          NaN          NaN          NaN   
3381   ci  ...          NaN          NaN          NaN          NaN   
3406   ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32373  ci  ...          NaN          NaN          NaN          NaN   
32521  ci  ...          NaN          NaN          NaN          NaN   
32572  ci  ...          NaN          NaN          NaN          NaN   
32748  ci  ...          NaN          NaN          NaN          NaN   
32771  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
1024           NaN          NaN  \r  2020-12-05  0.785770  Grid_-118_32  
1929           NaN          NaN  \r  2019-12-10  0.805974  Grid_-118_32  
1950           NaN          NaN  \r  2019-11-21  0.773347  Grid_-118_32  
3381           NaN          NaN  \r  2018-08-19  0.760689  Grid_-118_32  
3406           NaN          NaN  \r  2018-06-20  0.827512  Grid_-118_32  
...            ...          ...  ..         ...       ...           ...  
32373          NaN          NaN  \r  1963-04-27  0.842751  Grid_-118_32  
32521          NaN          NaN  \r  1962-08-04  0.789860  Grid_-118_32  
32572          NaN          NaN  \r  1962-04-24  0.795948  Grid_-118_32  
32748          NaN          NaN  \r  1961-05-30  0.769154  Grid_-118_32  
32771          NaN          NaN  \r  1961-03-25  0.855805  Grid_-118_32  

[256 rows x 1003 columns], 'Grid_-118_33':         latitude   longitude  depth   mag magType    nst    gap     dmin  \
307    33.869667 -117.764667   4.27  3.08      ml  142.0   19.0  0.04589   
487    33.732333 -117.478667  11.02  3.62      ml  184.0   23.0  0.02789   
952    33.089667 -117.622833  13.77  3.14      ml   75.0  123.0    0.232   
1208   33.701000 -117.435500   9.12  3.28      ml  175.0   28.0  0.03022   
1280   33.865667 -117.833667    8.8  3.50      ml  186.0   21.0  0.05225   
...          ...         ...    ...   ...     ...    ...    ...      ...   
32749  33.985167 -117.029667  20.42  3.01      ml      6    137   0.2874   
32766  33.729000 -117.872833      6  3.46      ml      6    138   0.4864   
32812  33.241000 -117.471667    6.0  3.59      ml   11.0  176.0   0.5223   
32852  33.720000 -117.903333    6.0  3.23      ml    7.0  163.0   0.3916   
32875  33.939667 -117.562167    0.0  3.15      ml    8.0  144.0   0.1642   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
307    0.25  ci  ...          NaN          NaN          NaN          NaN   
487    0.23  ci  ...          NaN          NaN          NaN          NaN   
952    0.18  ci  ...          NaN          NaN          NaN          NaN   
1208   0.26  ci  ...          NaN          NaN          NaN          NaN   
1280   0.27  ci  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32749  0.24  ci  ...          NaN          NaN          NaN          NaN   
32766  0.69  ci  ...          NaN          NaN          NaN          NaN   
32812  0.44  ci  ...          NaN          NaN          NaN          NaN   
32852  0.32  ci  ...          NaN          NaN          NaN          NaN   
32875   0.5  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
307            NaN          NaN  \r  2022-10-03  0.749953  Grid_-118_33  
487            NaN          NaN  \r  2022-02-06  0.857649  Grid_-118_33  
952            NaN          NaN  \r  2021-01-26  0.762815  Grid_-118_33  
1208           NaN          NaN  \r  2020-09-21  0.791896  Grid_-118_33  
1280           NaN          NaN  \r  2020-08-03  0.835175  Grid_-118_33  
...            ...          ...  ..         ...       ...           ...  
32749          NaN          NaN  \r  1961-05-29  0.734627  Grid_-118_33  
32766          NaN          NaN  \r  1961-04-04  0.827512  Grid_-118_33  
32812          NaN          NaN  \r  1960-11-25  0.852101  Grid_-118_33  
32852          NaN          NaN  \r  1960-07-08  0.781655  Grid_-118_33  
32875          NaN          NaN  \r  1960-03-25  0.764935  Grid_-118_33  

[281 rows x 1003 columns], 'Grid_-118_34':         latitude   longitude  depth   mag magType    nst    gap     dmin  \
285    34.341833 -117.569000   4.35  3.01      ml  130.0   26.0  0.09885   
333    34.020333 -117.559500  11.39  3.57      mw  172.0   15.0  0.01579   
353    34.460333 -117.807500   5.14  3.33      ml  124.0   20.0  0.03137   
368    34.220667 -117.595167  13.57  3.25      ml  149.0   16.0  0.05554   
452    34.049833 -117.564500    7.4  3.28      ml  198.0   18.0  0.03922   
...          ...         ...    ...   ...     ...    ...    ...      ...   
32838  34.068167 -117.300833  15.43  3.54      ml   11.0  111.0  0.09688   
32839  34.155833 -117.434667   1.02  3.84      ml   13.0  110.0   0.1692   
32854  34.126333 -117.477333   1.32  4.09      ml   11.0  107.0   0.1572   
32883  34.011167 -117.586500   4.43  3.79      ml    8.0  137.0   0.1762   
32898  34.014833 -117.710667   6.22  3.03      ml    9.0  139.0   0.2793   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
285    0.22  ci  ...          NaN          NaN          NaN          NaN   
333    0.22  ci  ...          NaN          NaN          NaN          NaN   
353     0.2  ci  ...          NaN          NaN          NaN          NaN   
368    0.21  ci  ...          NaN          NaN          NaN          NaN   
452    0.24  ci  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32838  0.27  ci  ...          NaN          NaN          NaN          NaN   
32839  0.47  ci  ...          NaN          NaN          NaN          NaN   
32854  0.61  ci  ...          NaN          NaN          NaN          NaN   
32883  0.26  ci  ...          NaN          NaN          NaN          NaN   
32898  0.56  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
285            NaN          NaN  \r  2022-10-31  0.734627  Grid_-118_34  
333            NaN          NaN  \r  2022-09-03  0.848377  Grid_-118_34  
353            NaN          NaN  \r  2022-08-03  0.801982  Grid_-118_34  
368            NaN          NaN  \r  2022-07-14  0.785770  Grid_-118_34  
452            NaN          NaN  \r  2022-03-22  0.791896  Grid_-118_34  
...            ...          ...  ..         ...       ...           ...  
32838          NaN          NaN  \r  1960-09-01  0.842751  Grid_-118_34  
32839          NaN          NaN  \r  1960-08-21  0.896982  Grid_-118_34  
32854          NaN          NaN  \r  1960-06-28  0.939030  Grid_-118_34  
32883          NaN          NaN  \r  1960-02-24  0.888244  Grid_-118_34  
32898          NaN          NaN  \r  1960-01-05  0.739042  Grid_-118_34  

[452 rows x 1003 columns], 'Grid_-118_35':         latitude   longitude depth   mag magType   nst    gap     dmin   rms  \
280    35.741500 -117.566667  3.56  3.19      ml  45.0   70.0  0.07821  0.15   
301    35.657833 -117.484167  4.94  3.01      ml  41.0   47.0  0.07339  0.14   
367    35.709167 -117.584333   6.3  4.58      mw  60.0   43.0  0.08708  0.19   
397    35.987667 -117.408167  0.72  3.24      ml  41.0   38.0   0.1399  0.17   
408    35.794500 -117.625333  5.92  3.08      ml  56.0   29.0    0.031  0.17   
...          ...         ...   ...   ...     ...   ...    ...      ...   ...   
32750  35.726667 -117.756833  0.41  3.40      ml     9     83   0.1571  0.52   
32773  35.167000 -117.051500   6.0  3.72      ml  11.0  174.0   0.7858  0.43   
32817  35.766167 -117.943833   6.0  3.48      ml  10.0   84.0   0.2859  0.48   
32828  35.594500 -117.513833  0.01  3.17      ml   8.0  183.0    0.231  0.77   
32853  35.140500 -117.049500   6.0  4.44      ml  12.0  198.0   0.8087  0.47   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
280    ci  ...          NaN          NaN          NaN          NaN   
301    ci  ...          NaN          NaN          NaN          NaN   
367    ci  ...          NaN          NaN          NaN          NaN   
397    ci  ...          NaN          NaN          NaN          NaN   
408    ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32750  ci  ...          NaN          NaN          NaN          NaN   
32773  ci  ...          NaN          NaN          NaN          NaN   
32817  ci  ...          NaN          NaN          NaN          NaN   
32828  ci  ...          NaN          NaN          NaN          NaN   
32853  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
280            NaN          NaN  \r  2022-11-11  0.773347  Grid_-118_35  
301            NaN          NaN  \r  2022-10-09  0.734627  Grid_-118_35  
367            NaN          NaN  \r  2022-07-15  1.014466  Grid_-118_35  
397            NaN          NaN  \r  2022-06-15  0.783716  Grid_-118_35  
408            NaN          NaN  \r  2022-05-31  0.749953  Grid_-118_35  
...            ...          ...  ..         ...       ...           ...  
32750          NaN          NaN  \r  1961-05-29  0.815850  Grid_-118_35  
32773          NaN          NaN  \r  1961-03-12  0.875816  Grid_-118_35  
32817          NaN          NaN  \r  1960-11-13  0.831355  Grid_-118_35  
32828          NaN          NaN  \r  1960-10-16  0.769154  Grid_-118_35  
32853          NaN          NaN  \r  1960-07-01  0.993770  Grid_-118_35  

[1656 rows x 1003 columns], 'Grid_-118_36':         latitude   longitude  depth   mag magType   nst   gap      dmin   rms  \
315    36.172167 -117.835500   7.13  3.04      ml  31.0  43.0    0.1162  0.16   
359    36.189000 -117.815667   6.86  3.10      ml  52.0  35.0   0.07801  0.18   
496    36.023500 -117.775500   1.83  3.12      ml  42.0  29.0  0.008475  0.16   
497    36.023000 -117.776333   1.63  3.02      ml  33.0  50.0  0.009243  0.13   
498    36.025667 -117.779167   1.74  3.03      ml  37.0  30.0   0.01128  0.14   
...          ...         ...    ...   ...     ...   ...   ...       ...   ...   
32287  36.178167 -117.671333  10.56  3.14      ml     8   167    0.2273  0.47   
32288  36.117167 -117.681167   0.85  3.64      ml    11   163    0.2165  0.29   
32540  36.089000 -117.775667      6  3.05      mh     3   172    0.1471  0.39   
32541  36.063333 -117.781667      6  3.12      ml     3   167     0.153  0.27   
32658  36.413833 -117.952000      6  3.50      mh     5   280    0.6623  0.63   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
315    ci  ...          NaN          NaN          NaN          NaN   
359    ci  ...          NaN          NaN          NaN          NaN   
496    ci  ...          NaN          NaN          NaN          NaN   
497    ci  ...          NaN          NaN          NaN          NaN   
498    ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32287  ci  ...          NaN          NaN          NaN          NaN   
32288  ci  ...          NaN          NaN          NaN          NaN   
32540  ci  ...          NaN          NaN          NaN          NaN   
32541  ci  ...          NaN          NaN          NaN          NaN   
32658  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
315            NaN          NaN  \r  2022-09-21  0.741238  Grid_-118_36  
359            NaN          NaN  \r  2022-07-22  0.754268  Grid_-118_36  
496            NaN          NaN  \r  2022-01-26  0.758555  Grid_-118_36  
497            NaN          NaN  \r  2022-01-26  0.736838  Grid_-118_36  
498            NaN          NaN  \r  2022-01-26  0.739042  Grid_-118_36  
...            ...          ...  ..         ...       ...           ...  
32287          NaN          NaN  \r  1963-08-24  0.762815  Grid_-118_36  
32288          NaN          NaN  \r  1963-08-24  0.861322  Grid_-118_36  
32540          NaN          NaN  \r  1962-06-24  0.743428  Grid_-118_36  
32541          NaN          NaN  \r  1962-06-24  0.758555  Grid_-118_36  
32658          NaN          NaN  \r  1961-10-31  0.835175  Grid_-118_36  

[606 rows x 1003 columns], 'Grid_-118_37':         latitude   longitude depth   mag magType   nst    gap    dmin     rms  \
514    37.336333 -117.902833  8.72  3.01      ml  47.0   70.0   0.321     0.1   
518    37.333833 -117.902333   9.5  4.75      mw  65.0   70.0  0.3206     0.1   
907    37.122333 -117.490333 -1.36  3.21      ml  27.0   93.0  0.1662    0.15   
991    37.535500 -117.735100  11.3  3.40      ml  30.0  56.16   0.311  0.1428   
1305   37.528700 -117.438000   6.7  3.00      ml  45.0  61.68   0.269  0.1423   
...          ...         ...   ...   ...     ...   ...    ...     ...     ...   
32682  37.613500 -117.665667     6  3.48      ml     4    318   0.717    0.11   
32683  37.621833 -117.790167     6  3.10      ml     4    323  0.6663     0.5   
32684  37.635000 -117.771167     6  3.13      ml     3    322  0.6855    0.17   
32685  37.662000 -117.725167     6  3.80      ml     5    322   0.728    0.33   
32895  37.161167 -117.827333   0.0  3.79      ml   6.0  275.0  0.3392    0.69   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
514    nc  ...          NaN          NaN          NaN          NaN   
518    nc  ...          NaN          NaN          NaN          NaN   
907    ci  ...          NaN          NaN          NaN          NaN   
991    nn  ...          NaN          NaN          NaN          NaN   
1305   nn  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32682  ci  ...          NaN          NaN          NaN          NaN   
32683  ci  ...          NaN          NaN          NaN          NaN   
32684  ci  ...          NaN          NaN          NaN          NaN   
32685  ci  ...          NaN          NaN          NaN          NaN   
32895  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
514            NaN          NaN  \r  2022-01-07  0.734627  Grid_-118_37  
518            NaN          NaN  \r  2022-01-06  1.038763  Grid_-118_37  
907            NaN          NaN  \r  2021-03-09  0.777514  Grid_-118_37  
991            NaN          NaN  \r  2020-12-27  0.815850  Grid_-118_37  
1305           NaN          NaN  \r  2020-07-15  0.732408  Grid_-118_37  
...            ...          ...  ..         ...       ...           ...  
32682          NaN          NaN  \r  1961-10-02  0.831355  Grid_-118_37  
32683          NaN          NaN  \r  1961-10-02  0.754268  Grid_-118_37  
32684          NaN          NaN  \r  1961-10-02  0.760689  Grid_-118_37  
32685          NaN          NaN  \r  1961-10-01  0.890001  Grid_-118_37  
32895          NaN          NaN  \r  1960-01-11  0.888244  Grid_-118_37  

[306 rows x 1003 columns], 'Grid_-118_38':         latitude   longitude depth   mag magType   nst    gap   dmin     rms  \
276    38.186400 -117.865500   6.3  3.50      ml  34.0  52.43  0.088  0.2189   
298    38.153300 -117.944600   9.8  3.10      ml  25.0  52.25  0.019  0.1303   
309    38.151000 -117.974800   9.3  3.10      ml  20.0  67.43  0.017  0.1596   
338    38.150200 -117.899300   6.1  3.90      ml  31.0  41.62  0.049   0.126   
341    38.181300 -117.971700   2.8  3.40      ml  22.0  73.53  0.021   0.168   
...          ...         ...   ...   ...     ...   ...    ...    ...     ...   
26093  38.421333 -117.616000   6.0  3.00      ml   4.0  327.0  1.449    0.81   
26305  38.511000 -117.879000   5.0  4.00      ml   NaN    NaN    NaN     NaN   
26518  38.249000 -117.504333   6.0  3.06      ml   2.0  357.0  1.863    0.08   
26985  38.944000 -117.990000   5.0  4.00      mb   NaN    NaN    NaN     NaN   
32001  38.900000 -117.700000    33  4.60      mb   NaN    NaN    NaN     NaN   

         net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
276       nn  ...          NaN          NaN          NaN          NaN   
298       nn  ...          NaN          NaN          NaN          NaN   
309       nn  ...          NaN          NaN          NaN          NaN   
338       nn  ...          NaN          NaN          NaN          NaN   
341       nn  ...          NaN          NaN          NaN          NaN   
...      ...  ...          ...          ...          ...          ...   
26093     ci  ...          NaN          NaN          NaN          NaN   
26305     us  ...          NaN          NaN          NaN          NaN   
26518     ci  ...          NaN          NaN          NaN          NaN   
26985     us  ...          NaN          NaN          NaN          NaN   
32001  ushis  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
276            NaN          NaN  \r  2022-11-23  0.835175  Grid_-118_38  
298            NaN          NaN  \r  2022-10-15  0.754268  Grid_-118_38  
309            NaN          NaN  \r  2022-09-29  0.754268  Grid_-118_38  
338            NaN          NaN  \r  2022-08-30  0.907318  Grid_-118_38  
341            NaN          NaN  \r  2022-08-28  0.815850  Grid_-118_38  
...            ...          ...  ..         ...       ...           ...  
26093          NaN          NaN  \r  1979-10-15  0.732408  Grid_-118_38  
26305          NaN          NaN  \r  1979-06-08  0.924196  Grid_-118_38  
26518          NaN          NaN  \r  1978-12-31  0.745610  Grid_-118_38  
26985          NaN          NaN  \r  1978-03-05  0.924196  Grid_-118_38  
32001          NaN          NaN  \r  1965-04-13  1.017371  Grid_-118_38  

[464 rows x 1003 columns], 'Grid_-119_32':         latitude   longitude  depth   mag magType   nst    gap    dmin   rms  \
372    32.498000 -118.240500   5.93  3.58      mw  22.0  244.0  0.5456  0.35   
380    32.715000 -118.204667   5.84  3.20      ml  39.0  212.0  0.3909  0.31   
571    32.853833 -118.449500   3.08  3.06      ml  26.0  233.0  0.1501  0.37   
848    32.912833 -118.606667   5.86  3.04      ml  36.0  245.0   0.477  0.24   
1683   32.422833 -118.271500  17.49  3.00      ml  14.0  246.0  0.6021  0.24   
...          ...         ...    ...   ...     ...   ...    ...     ...   ...   
32038  32.558833 -118.466000   0.01  3.14      ml     9    225   1.112  0.67   
32069  32.721333 -118.273833      6  3.29      ml    11    207   1.161  0.76   
32144  32.741000 -118.555000   0.01  3.28      ml    10    240    1.44  0.61   
32813  32.821833 -118.157167    6.0  3.21      ml  11.0  195.0  0.9453  0.85   
32814  32.705000 -118.266667    6.0  3.03      ml   9.0  208.0     NaN  0.42   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
372    ci  ...          NaN          NaN          NaN          NaN   
380    ci  ...          NaN          NaN          NaN          NaN   
571    ci  ...          NaN          NaN          NaN          NaN   
848    ci  ...          NaN          NaN          NaN          NaN   
1683   ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32038  ci  ...          NaN          NaN          NaN          NaN   
32069  ci  ...          NaN          NaN          NaN          NaN   
32144  ci  ...          NaN          NaN          NaN          NaN   
32813  ci  ...          NaN          NaN          NaN          NaN   
32814  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
372            NaN          NaN  \r  2022-07-13  0.850242  Grid_-119_32  
380            NaN          NaN  \r  2022-07-05  0.775434  Grid_-119_32  
571            NaN          NaN  \r  2021-11-05  0.745610  Grid_-119_32  
848            NaN          NaN  \r  2021-05-06  0.741238  Grid_-119_32  
1683           NaN          NaN  \r  2020-05-15  0.732408  Grid_-119_32  
...            ...          ...  ..         ...       ...           ...  
32038          NaN          NaN  \r  1965-01-11  0.762815  Grid_-119_32  
32069          NaN          NaN  \r  1964-11-12  0.793925  Grid_-119_32  
32144          NaN          NaN  \r  1964-06-04  0.791896  Grid_-119_32  
32813          NaN          NaN  \r  1960-11-23  0.777514  Grid_-119_32  
32814          NaN          NaN  \r  1960-11-23  0.739042  Grid_-119_32  

[163 rows x 1003 columns], 'Grid_-119_33':         latitude   longitude  depth   mag magType    nst    gap     dmin  \
365    33.419667 -118.009000   9.99  3.55      ml   98.0   96.0   0.2078   
491    33.949000 -118.204833  15.79  3.26      ml  123.0   20.0  0.04203   
619    33.831333 -118.263667  11.86  4.28      mw  181.0   60.0  0.03611   
760    33.949833 -118.394667  11.69  3.16      ml  115.0   46.0  0.02354   
843    33.845333 -118.449000  11.84  3.45     mlr  182.0   64.0  0.07522   
...          ...         ...    ...   ...     ...    ...    ...      ...   
32747  33.912500 -118.471833   4.56  3.05      ml      9    107   0.1802   
32811  33.185000 -118.939333    6.0  3.49      ml   10.0  174.0   0.4799   
32820  33.714167 -118.026000    6.0  3.34      ml    8.0  119.0   0.4497   
32840  33.686667 -118.369000   1.05  3.84      ml   10.0  122.0  0.06557   
32860  33.893000 -118.660333    6.0  3.11      ml   10.0  103.0   0.4796   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
365    0.26  ci  ...          NaN          NaN          NaN          NaN   
491    0.25  ci  ...          NaN          NaN          NaN          NaN   
619    0.28  ci  ...          NaN          NaN          NaN          NaN   
760    0.21  ci  ...          NaN          NaN          NaN          NaN   
843    0.28  ci  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32747  0.38  ci  ...          NaN          NaN          NaN          NaN   
32811  0.78  ci  ...          NaN          NaN          NaN          NaN   
32820   0.7  ci  ...          NaN          NaN          NaN          NaN   
32840  0.57  ci  ...          NaN          NaN          NaN          NaN   
32860  0.63  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
365            NaN          NaN  \r  2022-07-17  0.844632  Grid_-119_33  
491            NaN          NaN  \r  2022-02-01  0.787818  Grid_-119_33  
619            NaN          NaN  \r  2021-09-18  0.969302  Grid_-119_33  
760            NaN          NaN  \r  2021-06-24  0.767048  Grid_-119_33  
843            NaN          NaN  \r  2021-05-09  0.825583  Grid_-119_33  
...            ...          ...  ..         ...       ...           ...  
32747          NaN          NaN  \r  1961-06-12  0.743428  Grid_-119_33  
32811          NaN          NaN  \r  1960-11-28  0.833268  Grid_-119_33  
32820          NaN          NaN  \r  1960-11-06  0.803981  Grid_-119_33  
32840          NaN          NaN  \r  1960-08-20  0.896982  Grid_-119_33  
32860          NaN          NaN  \r  1960-05-18  0.756415  Grid_-119_33  

[265 rows x 1003 columns], 'Grid_-119_34':         latitude   longitude  depth   mag magType    nst    gap     dmin  \
481    34.389167 -118.641500   3.23  3.17      ml   93.0   17.0  0.03877   
513    34.436500 -118.991167    1.8  3.56      ml  105.0   19.0  0.06392   
580    34.016833 -118.197333  17.15  3.61      mw  126.0   15.0  0.01676   
623    34.227833 -118.897667   2.41  3.62      mw  110.0   36.0  0.02622   
918    34.269833 -118.704667  10.93  3.02      ml  110.0   31.0  0.03701   
...          ...         ...    ...   ...     ...    ...    ...      ...   
32757  34.326167 -118.550167      6  3.15      ml     12     82   0.3606   
32805  34.663000 -118.578167    6.0  3.00      ml    8.0  159.0   0.6138   
32877  34.365333 -118.978500    6.0  3.22      ml    8.0  159.0   0.5091   
32878  34.991333 -118.828333   1.55  3.49      ml   11.0   88.0   0.1333   
32894  34.929667 -118.811833   4.59  3.37      ml    6.0  142.0  0.09296   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
481    0.25  ci  ...          NaN          NaN          NaN          NaN   
513    0.29  ci  ...          NaN          NaN          NaN          NaN   
580    0.24  ci  ...          NaN          NaN          NaN          NaN   
623    0.28  ci  ...          NaN          NaN          NaN          NaN   
918    0.22  ci  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32757  0.52  ci  ...          NaN          NaN          NaN          NaN   
32805  0.61  ci  ...          NaN          NaN          NaN          NaN   
32877  0.54  ci  ...          NaN          NaN          NaN          NaN   
32878  0.59  ci  ...          NaN          NaN          NaN          NaN   
32894  0.36  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
481            NaN          NaN  \r  2022-02-14  0.769154  Grid_-119_34  
513            NaN          NaN  \r  2022-01-08  0.846507  Grid_-119_34  
580            NaN          NaN  \r  2021-10-24  0.855805  Grid_-119_34  
623            NaN          NaN  \r  2021-09-13  0.857649  Grid_-119_34  
918            NaN          NaN  \r  2021-02-26  0.736838  Grid_-119_34  
...            ...          ...  ..         ...       ...           ...  
32757          NaN          NaN  \r  1961-05-07  0.764935  Grid_-119_34  
32805          NaN          NaN  \r  1960-12-23  0.732408  Grid_-119_34  
32877          NaN          NaN  \r  1960-03-16  0.779588  Grid_-119_34  
32878          NaN          NaN  \r  1960-03-06  0.833268  Grid_-119_34  
32894          NaN          NaN  \r  1960-01-18  0.809942  Grid_-119_34  

[1112 rows x 1003 columns], 'Grid_-119_35':         latitude   longitude  depth   mag magType   nst    gap     dmin   rms  \
267    35.508667 -118.391500   5.07  3.56      mw  58.0   21.0   0.1678  0.16   
299    35.048667 -118.995833  12.27  3.67      mw  81.0   19.0  0.07285  0.27   
312    35.507667 -118.388500   5.18  3.70      mw  63.0   20.0   0.1698  0.17   
340    35.644333 -118.318167   7.28  3.42      ml  60.0   39.0  0.05762  0.16   
361    35.514333 -118.387333   5.38  3.38      ml  62.0   26.0   0.1641  0.16   
...          ...         ...    ...   ...     ...   ...    ...      ...   ...   
32874  35.973500 -118.408333    6.0  3.20      ml  10.0  134.0   0.3146  0.52   
32881  35.330500 -118.613500    6.0  3.32      ml  10.0  152.0   0.3505  0.63   
32882  35.380500 -118.681667    6.0  3.00      ml   7.0  190.0   0.3287  0.58   
32885  35.367000 -118.544167    6.0  3.02      ml   9.0  112.0   0.3006  0.58   
32886  35.350667 -118.563667    6.0  3.20      ml   9.0  112.0   0.3199  0.68   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
267    ci  ...          NaN          NaN          NaN          NaN   
299    ci  ...          NaN          NaN          NaN          NaN   
312    ci  ...          NaN          NaN          NaN          NaN   
340    ci  ...          NaN          NaN          NaN          NaN   
361    ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32874  ci  ...          NaN          NaN          NaN          NaN   
32881  ci  ...          NaN          NaN          NaN          NaN   
32882  ci  ...          NaN          NaN          NaN          NaN   
32885  ci  ...          NaN          NaN          NaN          NaN   
32886  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
267            NaN          NaN  \r  2022-12-07  0.846507  Grid_-119_35  
299            NaN          NaN  \r  2022-10-12  0.866794  Grid_-119_35  
312            NaN          NaN  \r  2022-09-27  0.872222  Grid_-119_35  
340            NaN          NaN  \r  2022-08-28  0.819760  Grid_-119_35  
361            NaN          NaN  \r  2022-07-18  0.811917  Grid_-119_35  
...            ...          ...  ..         ...       ...           ...  
32874          NaN          NaN  \r  1960-03-25  0.775434  Grid_-119_35  
32881          NaN          NaN  \r  1960-02-26  0.799977  Grid_-119_35  
32882          NaN          NaN  \r  1960-02-25  0.732408  Grid_-119_35  
32885          NaN          NaN  \r  1960-02-22  0.736838  Grid_-119_35  
32886          NaN          NaN  \r  1960-02-21  0.775434  Grid_-119_35  

[548 rows x 1003 columns], 'Grid_-119_36':         latitude   longitude depth   mag magType   nst    gap     dmin   rms  \
420    36.918000 -118.007667  1.49  3.15      ml  21.0   77.0   0.1956  0.22   
423    36.132000 -118.065833  2.48  3.45      ml  50.0   45.0  0.09131  0.17   
596    36.989000 -118.325333  8.89  3.52      mw  46.0   65.0   0.1002  0.11   
632    36.150000 -118.065333  2.63  3.31      ml  45.0   46.0  0.09691  0.16   
929    36.157500 -118.071000  1.67  3.47      ml  38.0   46.0   0.1043   0.2   
...          ...         ...   ...   ...     ...   ...    ...      ...   ...   
32184  36.771000 -118.144833  5.59  3.58      ml     8    156   0.2908  0.43   
32496  36.060167 -118.107667     6  3.06      ml     5    125   0.4805  0.45   
32729  36.221000 -118.392000     6  3.16      ml     6    136    0.561  0.43   
32841  36.155833 -118.058667  2.69  3.01      ml   7.0  137.0  0.09197   0.6   
32876  36.225500 -118.312500   6.0  3.35      ml   8.0  144.0   0.3083  0.46   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
420    ci  ...          NaN          NaN          NaN          NaN   
423    ci  ...          NaN          NaN          NaN          NaN   
596    nc  ...          NaN          NaN          NaN          NaN   
632    ci  ...          NaN          NaN          NaN          NaN   
929    ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32184  ci  ...          NaN          NaN          NaN          NaN   
32496  ci  ...          NaN          NaN          NaN          NaN   
32729  ci  ...          NaN          NaN          NaN          NaN   
32841  ci  ...          NaN          NaN          NaN          NaN   
32876  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
420            NaN          NaN  \r  2022-05-09  0.764935  Grid_-119_36  
423            NaN          NaN  \r  2022-05-02  0.825583  Grid_-119_36  
596            NaN          NaN  \r  2021-10-06  0.838974  Grid_-119_36  
632            NaN          NaN  \r  2021-09-05  0.797965  Grid_-119_36  
929            NaN          NaN  \r  2021-02-21  0.829436  Grid_-119_36  
...            ...          ...  ..         ...       ...           ...  
32184          NaN          NaN  \r  1964-02-15  0.850242  Grid_-119_36  
32496          NaN          NaN  \r  1962-09-17  0.745610  Grid_-119_36  
32729          NaN          NaN  \r  1961-08-12  0.767048  Grid_-119_36  
32841          NaN          NaN  \r  1960-08-17  0.734627  Grid_-119_36  
32876          NaN          NaN  \r  1960-03-24  0.805974  Grid_-119_36  

[156 rows x 1003 columns], 'Grid_-119_37':         latitude   longitude  depth   mag magType   nst    gap     dmin   rms  \
273    37.156333 -118.338000   8.17  3.91      ml  29.0  109.0  0.08622  0.06   
327    37.466500 -118.812333   8.99  3.00      ml  37.0   62.0   0.1133  0.04   
360    37.913333 -118.455167  10.03  3.06      ml  41.0   65.0   0.1248   0.1   
381    37.353000 -118.551667   10.3  3.38      ml  42.0   40.0   0.1779  0.07   
385    37.192500 -118.269500  11.63  3.24      ml  32.0  101.0  0.03959  0.08   
...          ...         ...    ...   ...     ...   ...    ...      ...   ...   
32786  37.485333 -118.497333    6.0  5.10      mh  11.0  301.0      NaN  0.65   
32787  37.769500 -118.198000    6.0  5.30      mh   6.0  317.0    1.642  0.67   
32810  37.571000 -118.803000    6.0  3.52      ml   4.0  332.0    0.689   0.2   
32835  37.705667 -118.412333    6.0  4.00      mh   4.0  331.0     1.61  0.57   
32858  37.517000 -118.733000   16.0  4.91      mw   NaN    NaN      NaN   NaN   

         net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
273       nc  ...          NaN          NaN          NaN          NaN   
327       nc  ...          NaN          NaN          NaN          NaN   
360       nc  ...          NaN          NaN          NaN          NaN   
381       nc  ...          NaN          NaN          NaN          NaN   
385       nc  ...          NaN          NaN          NaN          NaN   
...      ...  ...          ...          ...          ...          ...   
32786     ci  ...          NaN          NaN          NaN          NaN   
32787     ci  ...          NaN          NaN          NaN          NaN   
32810     ci  ...          NaN          NaN          NaN          NaN   
32835     ci  ...          NaN          NaN          NaN          NaN   
32858  ushis  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
273            NaN          NaN  \r  2022-12-02  0.909025  Grid_-119_37  
327            NaN          NaN  \r  2022-09-13  0.732408  Grid_-119_37  
360            NaN          NaN  \r  2022-07-19  0.745610  Grid_-119_37  
381            NaN          NaN  \r  2022-07-04  0.811917  Grid_-119_37  
385            NaN          NaN  \r  2022-07-01  0.783716  Grid_-119_37  
...            ...          ...  ..         ...       ...           ...  
32786          NaN          NaN  \r  1961-02-02  1.086160  Grid_-119_37  
32787          NaN          NaN  \r  1961-02-02  1.111805  Grid_-119_37  
32810          NaN          NaN  \r  1960-12-01  0.838974  Grid_-119_37  
32835          NaN          NaN  \r  1960-09-08  0.924196  Grid_-119_37  
32858          NaN          NaN  \r  1960-06-05  1.060849  Grid_-119_37  

[3430 rows x 1003 columns], 'Grid_-119_38':         latitude   longitude depth   mag magType   nst    gap   dmin     rms  \
426    38.700100 -118.479100   8.6  3.30      ml  29.0  52.68  0.287  0.1329   
436    38.001600 -118.046200   5.9  3.30      ml  25.0  50.68   0.13  0.1234   
467    38.141000 -118.020600   9.4  3.50      ml  29.0  53.59  0.048  0.1272   
474    38.251100 -118.362400   7.9  3.50      ml  21.0  60.49  0.112  0.1139   
493    38.142000 -118.005200   8.0  3.90      ml  25.0  77.33  0.036  0.1067   
...          ...         ...   ...   ...     ...   ...    ...    ...     ...   
31844  38.148167 -118.252667     6  3.68      ml     5    325  1.092    0.21   
32089  38.500000 -118.400000    26  5.00      mb   NaN    NaN    NaN     NaN   
32165  38.800000 -118.700000    16  4.50      mb   NaN    NaN    NaN     NaN   
32340  38.126500 -118.629833     6  3.61      ml     2    359  1.117     1.1   
32570  38.500000 -118.100000    25  4.60      ml   NaN    NaN    NaN     NaN   

         net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
426       nn  ...          NaN          NaN          NaN          NaN   
436       nn  ...          NaN          NaN          NaN          NaN   
467       nn  ...          NaN          NaN          NaN          NaN   
474       nn  ...          NaN          NaN          NaN          NaN   
493       nn  ...          NaN          NaN          NaN          NaN   
...      ...  ...          ...          ...          ...          ...   
31844     ci  ...          NaN          NaN          NaN          NaN   
32089  ushis  ...          NaN          NaN          NaN          NaN   
32165  ushis  ...          NaN          NaN          NaN          NaN   
32340     ci  ...          NaN          NaN          NaN          NaN   
32570  ushis  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
426            NaN          NaN  \r  2022-04-28  0.795948  Grid_-119_38  
436            NaN          NaN  \r  2022-04-14  0.795948  Grid_-119_38  
467            NaN          NaN  \r  2022-03-01  0.835175  Grid_-119_38  
474            NaN          NaN  \r  2022-02-21  0.835175  Grid_-119_38  
493            NaN          NaN  \r  2022-01-30  0.907318  Grid_-119_38  
...            ...          ...  ..         ...       ...           ...  
31844          NaN          NaN  \r  1966-02-06  0.868609  Grid_-119_38  
32089          NaN          NaN  \r  1964-10-23  1.072959  Grid_-119_38  
32165          NaN          NaN  \r  1964-03-22  1.002718  Grid_-119_38  
32340          NaN          NaN  \r  1963-05-26  0.855805  Grid_-119_38  
32570          NaN          NaN  \r  1962-04-25  1.017371  Grid_-119_38  

[746 rows x 1003 columns], 'Grid_-120_32':         latitude   longitude   depth   mag magType   nst    gap    dmin  \
1914   32.923667 -119.158167    5.83  3.74      ml  11.0  308.0  0.5656   
7942   32.474333 -119.266833  16.919  3.14      ml     2  334.0   1.023   
10316  32.941667 -119.115167   6.639  3.10      ml   4.0  326.0  0.4792   
12998  32.964000 -119.138000   5.765  3.30      ml   0.0  224.2     NaN   
13766  32.906000 -119.124000   5.765  3.13      ml   0.0  235.2     NaN   
20075  32.490000 -119.530000     6.0  3.30      ml   NaN    NaN     NaN   
23244  32.867000 -119.983000      16  3.80      mb   NaN    NaN     NaN   
23609  32.505000 -119.222000   5.783  3.64      ml   0.0  242.3     NaN   
26338  32.682000 -119.600000     5.0  3.10      ml   NaN    NaN     NaN   
31468  32.953333 -119.082333     6.0  3.13      ml   8.0   33.0  0.4508   
32024  32.742667 -119.020500       6  3.61      ml    12    230  0.6468   

         rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
1914    0.14  ci  ...          NaN          NaN          NaN          NaN   
7942    0.07  ci  ...          NaN          NaN          NaN          NaN   
10316   0.13  ci  ...          NaN          NaN          NaN          NaN   
12998   0.27  ci  ...          NaN          NaN          NaN          NaN   
13766  0.243  ci  ...          NaN          NaN          NaN          NaN   
20075    NaN  us  ...          NaN          NaN          NaN          NaN   
23244    NaN  us  ...          NaN          NaN          NaN          NaN   
23609  0.332  ci  ...          NaN          NaN          NaN          NaN   
26338    NaN  us  ...          NaN          NaN          NaN          NaN   
31468   0.47  ci  ...          NaN          NaN          NaN          NaN   
32024   0.54  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
1914           NaN          NaN  \r  2019-12-25  0.879390  Grid_-120_32  
7942           NaN          NaN  \r  2007-08-01  0.762815  Grid_-120_32  
10316          NaN          NaN  \r  2001-03-17  0.754268  Grid_-120_32  
12998          NaN          NaN  \r  1996-08-19  0.795948  Grid_-120_32  
13766          NaN          NaN  \r  1994-11-02  0.760689  Grid_-120_32  
20075          NaN          NaN  \r  1986-11-21  0.795948  Grid_-120_32  
23244          NaN          NaN  \r  1982-09-20  0.890001  Grid_-120_32  
23609          NaN          NaN  \r  1982-01-28  0.861322  Grid_-120_32  
26338          NaN          NaN  \r  1979-05-08  0.754268  Grid_-120_32  
31468          NaN          NaN  \r  1968-03-31  0.760689  Grid_-120_32  
32024          NaN          NaN  \r  1965-02-12  0.855805  Grid_-120_32  

[11 rows x 1003 columns], 'Grid_-120_33':         latitude   longitude depth   mag magType   nst    gap    dmin   rms  \
591    33.873833 -119.344333  5.91  3.25      ml  61.0  134.0  0.3232  0.32   
1868   33.872500 -119.359667  5.95  3.08      ml  28.0  138.0  0.3287  0.28   
1906   33.917333 -119.228333  5.94  4.03      mw  80.0  150.0  0.2607  0.29   
3211   33.819500 -119.303833  5.89  3.03      ml  54.0   87.0  0.3266  0.26   
3453   33.819833 -119.734000  9.82  5.29      mw  88.0  132.0  0.1935  0.27   
...          ...         ...   ...   ...     ...   ...    ...     ...   ...   
32590  33.989167 -119.449833     6  3.00      ml     4    192  0.7438  0.28   
32654  33.320167 -119.057833     6  3.02      ml     9    152   0.384  0.57   
32689  33.200333 -119.096500     6  3.11      ml     9    199  0.3473  0.55   
32759  33.696000 -119.230833     6  3.10      ml    10    218  0.8446  0.37   
32774  33.484500 -119.027833   6.0  3.65      ml  12.0  129.0   0.467  0.69   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
591    ci  ...          NaN          NaN          NaN          NaN   
1868   ci  ...          NaN          NaN          NaN          NaN   
1906   ci  ...          NaN          NaN          NaN          NaN   
3211   ci  ...          NaN          NaN          NaN          NaN   
3453   ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32590  ci  ...          NaN          NaN          NaN          NaN   
32654  ci  ...          NaN          NaN          NaN          NaN   
32689  ci  ...          NaN          NaN          NaN          NaN   
32759  ci  ...          NaN          NaN          NaN          NaN   
32774  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
591            NaN          NaN  \r  2021-10-12  0.785770  Grid_-120_33  
1868           NaN          NaN  \r  2020-02-25  0.749953  Grid_-120_33  
1906           NaN          NaN  \r  2020-01-02  0.929178  Grid_-120_33  
3211           NaN          NaN  \r  2019-05-03  0.739042  Grid_-120_33  
3453           NaN          NaN  \r  2018-04-05  1.110545  Grid_-120_33  
...            ...          ...  ..         ...       ...           ...  
32590          NaN          NaN  \r  1962-03-26  0.732408  Grid_-120_33  
32654          NaN          NaN  \r  1961-11-04  0.736838  Grid_-120_33  
32689          NaN          NaN  \r  1961-09-28  0.756415  Grid_-120_33  
32759          NaN          NaN  \r  1961-04-30  0.754268  Grid_-120_33  
32774          NaN          NaN  \r  1961-03-12  0.863151  Grid_-120_33  

[106 rows x 1003 columns], 'Grid_-120_34':         latitude   longitude  depth   mag magType    nst    gap     dmin  \
415    34.912333 -119.353000   5.83  3.26      ml   72.0   26.0  0.05664   
469    34.422167 -119.136000  17.29  3.05      ml   96.0   23.0  0.01477   
470    34.421167 -119.132000  19.66  3.98      mw  129.0   18.0  0.01636   
484    34.417167 -119.132333  18.74  3.86      mw  114.0   22.0  0.02016   
507    34.438667 -119.298500  10.42  3.19      ml   81.0   28.0   0.0416   
...          ...         ...    ...   ...     ...    ...    ...      ...   
32575  34.313833 -119.229500      6  3.87      ml     12     95    0.421   
32577  34.271500 -119.314667      6  3.31      ml      9     77      NaN   
32809  34.318667 -119.875833    4.0  3.27      ml    8.0  228.0   0.1804   
32850  34.279667 -119.100333    6.0  3.36      ml    8.0  158.0   0.5332   
32880  34.337000 -119.832333    8.0  3.09      ml    7.0  289.0   0.1419   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
415    0.31  ci  ...          NaN          NaN          NaN          NaN   
469    0.29  ci  ...          NaN          NaN          NaN          NaN   
470    0.32  ci  ...          NaN          NaN          NaN          NaN   
484     0.3  ci  ...          NaN          NaN          NaN          NaN   
507    0.33  ci  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32575  0.72  ci  ...          NaN          NaN          NaN          NaN   
32577  0.69  ci  ...          NaN          NaN          NaN          NaN   
32809  0.39  ci  ...          NaN          NaN          NaN          NaN   
32850  0.36  ci  ...          NaN          NaN          NaN          NaN   
32880  0.43  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
415            NaN          NaN  \r  2022-05-14  0.787818  Grid_-120_34  
469            NaN          NaN  \r  2022-02-27  0.743428  Grid_-120_34  
470            NaN          NaN  \r  2022-02-27  0.920855  Grid_-120_34  
484            NaN          NaN  \r  2022-02-11  0.900445  Grid_-120_34  
507            NaN          NaN  \r  2022-01-17  0.773347  Grid_-120_34  
...            ...          ...  ..         ...       ...           ...  
32575          NaN          NaN  \r  1962-04-19  0.902170  Grid_-120_34  
32577          NaN          NaN  \r  1962-04-15  0.797965  Grid_-120_34  
32809          NaN          NaN  \r  1960-12-01  0.789860  Grid_-120_34  
32850          NaN          NaN  \r  1960-08-01  0.807961  Grid_-120_34  
32880          NaN          NaN  \r  1960-02-28  0.752114  Grid_-120_34  

[275 rows x 1003 columns], 'Grid_-120_35':         latitude   longitude  depth   mag magType    nst    gap     dmin  \
394    35.108333 -119.006500  13.05  3.13      ml   71.0   30.0  0.08051   
521    35.284000 -119.390667  17.73  3.92      ml   59.0   56.0  0.05348   
667    35.040667 -119.083667   7.98  3.39      mw  101.0   19.0  0.01789   
831    35.309667 -119.205333   24.5  3.11      ml   50.0   37.0  0.08949   
1889   35.435833 -119.008333  17.99  3.19      ml   44.0   37.0   0.1018   
...          ...         ...    ...   ...     ...    ...    ...      ...   
32821  35.300000 -119.333333    6.0  3.80      mh    NaN    NaN      NaN   
32826  35.640000 -119.301333    6.0  3.26      ml    8.0  161.0    0.377   
32827  35.613167 -119.275167    6.0  3.20      ml    8.0  192.0   0.3615   
32830  35.048667 -119.249167    6.0  3.43      ml    9.0  249.0   0.3367   
32831  35.074000 -119.063167   0.19  3.01      ml    7.0  154.0   0.2423   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
394    0.26  ci  ...          NaN          NaN          NaN          NaN   
521    0.31  ci  ...          NaN          NaN          NaN          NaN   
667     0.3  ci  ...          NaN          NaN          NaN          NaN   
831    0.21  ci  ...          NaN          NaN          NaN          NaN   
1889   0.23  ci  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32821   NaN  ci  ...          NaN          NaN          NaN          NaN   
32826  0.56  ci  ...          NaN          NaN          NaN          NaN   
32827  0.57  ci  ...          NaN          NaN          NaN          NaN   
32830  0.45  ci  ...          NaN          NaN          NaN          NaN   
32831  0.48  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
394            NaN          NaN  \r  2022-06-17  0.760689  Grid_-120_35  
521            NaN          NaN  \r  2022-01-03  0.910728  Grid_-120_35  
667            NaN          NaN  \r  2021-08-06  0.813887  Grid_-120_35  
831            NaN          NaN  \r  2021-05-27  0.756415  Grid_-120_35  
1889           NaN          NaN  \r  2020-01-29  0.773347  Grid_-120_35  
...            ...          ...  ..         ...       ...           ...  
32821          NaN          NaN  \r  1960-11-04  0.890001  Grid_-120_35  
32826          NaN          NaN  \r  1960-10-18  0.787818  Grid_-120_35  
32827          NaN          NaN  \r  1960-10-18  0.775434  Grid_-120_35  
32830          NaN          NaN  \r  1960-10-09  0.821707  Grid_-120_35  
32831          NaN          NaN  \r  1960-10-08  0.734627  Grid_-120_35  

[177 rows x 1003 columns], 'Grid_-120_36':         latitude   longitude   depth   mag magType    nst    gap     dmin  \
3483   36.041000 -119.746500   22.46  3.48      mw   57.0   70.0    0.295   
5150   36.120667 -119.998667  10.012  4.06      mw    156   32.0   0.1081   
7420   36.104167 -119.834167  14.869  3.00      ml     57  116.0    0.227   
9498   36.994833 -119.229833    7.55  3.30      mh    NaN    NaN      NaN   
9508   36.406667 -119.439833   7.364  3.16      ml      7  308.8     1.05   
9976   36.023667 -119.826000  15.311  3.08      ml     92     44   0.2333   
10266  36.015667 -119.930500   8.752  3.28      ml   43.0  195.0   0.1523   
10329  36.683166 -119.433166  -0.211  3.26      ml   12.0  305.0   0.4069   
10442  36.000000 -120.000000   5.435  3.30      mh    0.0  312.3    1.066   
12122  36.158000 -119.742000   5.881  4.00      mh    0.0  198.5      NaN   
15408  36.003000 -119.943333  13.998  4.20      md  119.0   44.0   0.1468   
15445  36.020000 -119.879000  17.181  3.81      ml    0.0  168.5   0.5833   
19668  36.118000 -119.991333  24.016  3.40      ml   40.0  151.0   0.1117   
21141  36.076833 -119.996833  12.616  3.00      ml   41.0  166.0  0.01802   
21207  36.956167 -119.622000  -0.232  3.20      ml   96.0   58.0  0.07748   
21947  36.192333 -119.645000   10.12  3.08      md   80.0   70.0   0.3604   
24461  36.126333 -119.946000  15.715  3.12      md   19.0  281.0   0.3441   
28996  36.000167 -119.963500  13.213  4.06      md    9.0  306.0   0.3126   
29695  36.143500 -119.929667   5.258  3.41      md    7.0  320.0   0.3937   
29699  36.112167 -119.971333   8.448  3.91      md     10    270   0.3486   
29825  36.914333 -119.661667       6  3.10      ml      2    300    1.155   
29837  36.648000 -119.387000      18  4.10      mb    NaN    NaN      NaN   
29906  36.480833 -119.971333       6  3.11      ml      3    304    1.462   
30244  36.755500 -119.948500       6  3.59      ml      6    282      NaN   
30245  36.741667 -119.946833       6  3.22      ml      5    281      NaN   
30246  36.736333 -119.971167       6  3.10      ml      4    298      NaN   
30247  36.757500 -119.932167       6  3.23      ml      5    282      NaN   
30248  36.772833 -119.966000       6  3.18      ml      5    283      NaN   
31057  36.111167 -119.545500     6.0  3.58      ml   13.0   80.0      NaN   
31917  36.023500 -119.866833       6  3.29      ml      7    266   0.8912   
32043  36.587000 -119.792833       6  3.40      ml      7    251    1.172   

         rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
3483    0.12  nc  ...          NaN          NaN          NaN          NaN   
5150    0.25  nc  ...          NaN          NaN          NaN          NaN   
7420    0.18  nc  ...          NaN          NaN          NaN          NaN   
9498     NaN  ci  ...          NaN          NaN          NaN          NaN   
9508    0.53  ci  ...          NaN          NaN          NaN          NaN   
9976    0.24  nc  ...          NaN          NaN          NaN          NaN   
10266   0.14  nc  ...          NaN          NaN          NaN          NaN   
10329   1.21  ci  ...          NaN          NaN          NaN          NaN   
10442   0.28  ci  ...          NaN          NaN          NaN          NaN   
12122  1.646  ci  ...          NaN          NaN          NaN          NaN   
15408   0.15  nc  ...          NaN          NaN          NaN          NaN   
15445  0.399  ci  ...          NaN          NaN          NaN          NaN   
19668   0.21  nc  ...          NaN          NaN          NaN          NaN   
21141   0.29  nc  ...          NaN          NaN          NaN          NaN   
21207   0.53  nc  ...          NaN          NaN          NaN          NaN   
21947   0.27  nc  ...          NaN          NaN          NaN          NaN   
24461   0.11  nc  ...          NaN          NaN          NaN          NaN   
28996   0.06  nc  ...          NaN          NaN          NaN          NaN   
29695   0.02  nc  ...          NaN          NaN          NaN          NaN   
29699   0.05  nc  ...          NaN          NaN          NaN          NaN   
29825   0.16  ci  ...          NaN          NaN          NaN          NaN   
29837    NaN  us  ...          NaN          NaN          NaN          NaN   
29906   0.19  ci  ...          NaN          NaN          NaN          NaN   
30244   0.47  ci  ...          NaN          NaN          NaN          NaN   
30245   0.29  ci  ...          NaN          NaN          NaN          NaN   
30246   0.28  ci  ...          NaN          NaN          NaN          NaN   
30247   0.25  ci  ...          NaN          NaN          NaN          NaN   
30248   0.32  ci  ...          NaN          NaN          NaN          NaN   
31057   0.54  ci  ...          NaN          NaN          NaN          NaN   
31917   0.53  ci  ...          NaN          NaN          NaN          NaN   
32043   0.71  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
3483           NaN          NaN  \r  2018-02-05  0.831355  Grid_-120_36  
5150           NaN          NaN  \r  2012-09-07  0.934122  Grid_-120_36  
7420           NaN          NaN  \r  2008-10-06  0.732408  Grid_-120_36  
9498           NaN          NaN  \r  2003-07-29  0.795948  Grid_-120_36  
9508           NaN          NaN  \r  2003-07-04  0.767048  Grid_-120_36  
9976           NaN          NaN  \r  2002-01-27  0.749953  Grid_-120_36  
10266          NaN          NaN  \r  2001-04-24  0.791896  Grid_-120_36  
10329          NaN          NaN  \r  2001-02-25  0.787818  Grid_-120_36  
10442          NaN          NaN  \r  2000-11-23  0.795948  Grid_-120_36  
12122          NaN          NaN  \r  1998-06-21  0.924196  Grid_-120_36  
15408          NaN          NaN  \r  1992-09-27  0.956723  Grid_-120_36  
15445          NaN          NaN  \r  1992-09-16  0.891753  Grid_-120_36  
19668          NaN          NaN  \r  1987-09-15  0.815850  Grid_-120_36  
21141          NaN          NaN  \r  1985-08-09  0.732408  Grid_-120_36  
21207          NaN          NaN  \r  1985-07-02  0.775434  Grid_-120_36  
21947          NaN          NaN  \r  1984-04-13  0.749953  Grid_-120_36  
24461          NaN          NaN  \r  1980-11-02  0.758555  Grid_-120_36  
28996          NaN          NaN  \r  1975-01-24  0.934122  Grid_-120_36  
29695          NaN          NaN  \r  1974-02-21  0.817808  Grid_-120_36  
29699          NaN          NaN  \r  1974-02-18  0.909025  Grid_-120_36  
29825          NaN          NaN  \r  1973-10-03  0.754268  Grid_-120_36  
29837          NaN          NaN  \r  1973-09-15  0.940658  Grid_-120_36  
29906          NaN          NaN  \r  1973-04-27  0.756415  Grid_-120_36  
30244          NaN          NaN  \r  1971-08-02  0.852101  Grid_-120_36  
30245          NaN          NaN  \r  1971-08-01  0.779588  Grid_-120_36  
30246          NaN          NaN  \r  1971-08-01  0.754268  Grid_-120_36  
30247          NaN          NaN  \r  1971-08-01  0.781655  Grid_-120_36  
30248          NaN          NaN  \r  1971-08-01  0.771254  Grid_-120_36  
31057          NaN          NaN  \r  1969-06-19  0.850242  Grid_-120_36  
31917          NaN          NaN  \r  1965-09-06  0.793925  Grid_-120_36  
32043          NaN          NaN  \r  1964-12-23  0.815850  Grid_-120_36  

[31 rows x 1003 columns], 'Grid_-120_37':         latitude   longitude   depth   mag magType   nst    gap    dmin   rms  \
1099   37.639167 -119.389833   11.81  3.40      ml  36.0   72.0  0.2466  0.06   
1103   37.633667 -119.396000    8.39  3.10      md  44.0   60.0  0.2514  0.17   
1515   37.083167 -119.268833   44.62  3.16      ml  33.0   96.0  0.2433  0.13   
1927   37.369667 -119.977333   18.36  3.04      ml  63.0   53.0  0.1926  0.26   
3353   37.409833 -119.605333    43.4  3.06      ml  31.0  158.0  0.1107  0.12   
...          ...         ...     ...   ...     ...   ...    ...     ...   ...   
27408  37.395333 -119.905167  14.931  3.10      md   7.0  176.0  0.4333  0.29   
30643  37.380500 -119.996833       6  3.70      ml    11    133     NaN  0.52   
30697  37.821500 -119.002167    0.01  3.12      ml     6    228     NaN  0.52   
31798  37.059500 -119.797667       6  3.13      ml     4    288   1.254  0.29   
32368  37.672000 -119.010000       6  3.82      ml     5    299  0.8755   0.2   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
1099   nc  ...          NaN          NaN          NaN          NaN   
1103   nc  ...          NaN          NaN          NaN          NaN   
1515   nc  ...          NaN          NaN          NaN          NaN   
1927   nc  ...          NaN          NaN          NaN          NaN   
3353   nc  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
27408  nc  ...          NaN          NaN          NaN          NaN   
30643  ci  ...          NaN          NaN          NaN          NaN   
30697  ci  ...          NaN          NaN          NaN          NaN   
31798  ci  ...          NaN          NaN          NaN          NaN   
32368  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
1099           NaN          NaN  \r  2020-11-04  0.815850  Grid_-120_37  
1103           NaN          NaN  \r  2020-10-30  0.754268  Grid_-120_37  
1515           NaN          NaN  \r  2020-05-22  0.767048  Grid_-120_37  
1927           NaN          NaN  \r  2019-12-13  0.741238  Grid_-120_37  
3353           NaN          NaN  \r  2018-10-22  0.745610  Grid_-120_37  
...            ...          ...  ..         ...       ...           ...  
27408          NaN          NaN  \r  1977-03-11  0.754268  Grid_-120_37  
30643          NaN          NaN  \r  1971-02-01  0.872222  Grid_-120_37  
30697          NaN          NaN  \r  1970-10-08  0.758555  Grid_-120_37  
31798          NaN          NaN  \r  1966-05-27  0.760689  Grid_-120_37  
32368          NaN          NaN  \r  1963-05-03  0.893500  Grid_-120_37  

[75 rows x 1003 columns], 'Grid_-120_38':         latitude   longitude depth   mag magType   nst   gap     dmin   rms  \
279    38.511167 -119.518500  4.48  3.09      ml  24.0  83.0  0.03055  0.07   
282    38.518167 -119.520667  4.61  3.23      ml  22.0  96.0  0.03226  0.05   
287    38.547167 -119.534000  4.12  3.05      ml  24.0  64.0  0.04026  0.08   
300    38.549833 -119.441167  7.27  3.54      ml  30.0  50.0  0.04552  0.07   
323    38.523333 -119.505000   5.3  3.65      mw  31.0  47.0  0.02161   0.1   
...          ...         ...   ...   ...     ...   ...   ...      ...   ...   
28788  38.553000 -119.707000   2.0  3.20      ml   NaN   NaN      NaN   NaN   
29472  38.765000 -119.670000   5.0  3.70      ml   NaN   NaN      NaN   NaN   
31980  38.581333 -119.034167     6  4.16      ml     8   319    1.652  1.18   
31981  38.490000 -119.105167     6  4.48      ml     6   319    1.592  0.41   
32579  38.222000 -119.455000     6  5.10      ml   NaN   NaN      NaN   NaN   

         net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
279       nc  ...          NaN          NaN          NaN          NaN   
282       nc  ...          NaN          NaN          NaN          NaN   
287       nc  ...          NaN          NaN          NaN          NaN   
300       nc  ...          NaN          NaN          NaN          NaN   
323       nc  ...          NaN          NaN          NaN          NaN   
...      ...  ...          ...          ...          ...          ...   
28788     us  ...          NaN          NaN          NaN          NaN   
29472     us  ...          NaN          NaN          NaN          NaN   
31980     ci  ...          NaN          NaN          NaN          NaN   
31981     ci  ...          NaN          NaN          NaN          NaN   
32579  ushis  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
279            NaN          NaN  \r  2022-11-12  0.752114  Grid_-120_38  
282            NaN          NaN  \r  2022-11-07  0.781655  Grid_-120_38  
287            NaN          NaN  \r  2022-10-26  0.743428  Grid_-120_38  
300            NaN          NaN  \r  2022-10-12  0.842751  Grid_-120_38  
323            NaN          NaN  \r  2022-09-16  0.863151  Grid_-120_38  
...            ...          ...  ..         ...       ...           ...  
28788          NaN          NaN  \r  1975-05-05  0.775434  Grid_-120_38  
29472          NaN          NaN  \r  1974-07-06  0.872222  Grid_-120_38  
31980          NaN          NaN  \r  1965-06-03  0.950343  Grid_-120_38  
31981          NaN          NaN  \r  1965-06-03  0.999749  Grid_-120_38  
32579          NaN          NaN  \r  1962-04-13  1.086160  Grid_-120_38  

[561 rows x 1003 columns], 'Grid_-121_33':         latitude   longitude   depth   mag magType   nst    gap    dmin  \
5668   33.942167 -120.622333   5.225  3.25      ml    12  274.0     NaN   
5697   33.939833 -120.595333  10.167  3.37      ml    11  276.0     NaN   
5698   33.958000 -120.575667   1.627  3.48      ml    11  273.0  0.2028   
6111   33.879333 -120.551333   2.605  3.05      ml     9  276.0  0.6729   
6186   33.768500 -120.263000   5.476  3.01      ml     9  273.0  0.5693   
6190   33.782500 -120.276000   8.532  3.40      ml    12  272.0  0.5739   
6882   33.937167 -120.418333   5.405  3.44      ml     9  265.0  0.6179   
8674   33.659667 -120.026500   5.574  3.80      ml    23  203.0  0.4672   
8675   33.657000 -120.033333   5.574  3.95      ml    28  204.0  0.4731   
10072  33.996333 -120.069500   6.407  3.25      ml    16  185.3  0.3615   
17916  33.900000 -120.150000   5.317  3.51      ml   0.0  225.3     NaN   
17918  33.889000 -120.162000   5.317  3.43      ml   0.0  194.6     NaN   
17997  33.476000 -120.208000   5.685  3.04      mc   0.0  233.5     NaN   
18668  33.685000 -120.084000   5.144  3.24      mc   0.0  209.6     NaN   
20924  33.431000 -120.248000   5.828  3.01      mc   0.0  247.2     NaN   
22032  33.865000 -120.307000   5.595  3.22      mc   0.0    0.0     NaN   
22431  33.821500 -120.443833   5.525  3.49      ml  18.0  259.0     NaN   
22854  33.808167 -120.406000   5.399  3.21      ml    15    258     NaN   
22959  33.539333 -120.035833   5.587  3.84      ml    70    239     NaN   
22960  33.544000 -120.063000   5.587  3.48      ml    53    185     NaN   
26816  33.745833 -120.132500     6.0  3.16      ml  16.0  226.0   0.483   
27425  33.723500 -120.026500     6.0  3.08      ml  12.0   30.0     NaN   
28097  33.677000 -120.128000     6.0  3.40      ml   0.0  262.0  0.8355   
30262  33.786833 -120.335500       6  3.06      ml     7    303     NaN   
30313  33.680333 -120.094667       6  3.74      ml    11    255     NaN   
30755  33.677500 -120.194167     6.0  3.02      ml   7.0  298.0   0.859   
30985  33.596000 -120.197500     6.0  3.19      ml   8.0  277.0  0.9331   
32584  33.825000 -120.305833       6  3.37      ml     9    246  0.7858   

         rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
5668    0.22  ci  ...          NaN          NaN          NaN          NaN   
5697    0.24  ci  ...          NaN          NaN          NaN          NaN   
5698    0.18  ci  ...          NaN          NaN          NaN          NaN   
6111    0.22  ci  ...          NaN          NaN          NaN          NaN   
6186    0.24  ci  ...          NaN          NaN          NaN          NaN   
6190    0.16  ci  ...          NaN          NaN          NaN          NaN   
6882    0.29  ci  ...          NaN          NaN          NaN          NaN   
8674    0.45  ci  ...          NaN          NaN          NaN          NaN   
8675    0.48  ci  ...          NaN          NaN          NaN          NaN   
10072   0.28  ci  ...          NaN          NaN          NaN          NaN   
17916  0.323  ci  ...          NaN          NaN          NaN          NaN   
17918  0.312  ci  ...          NaN          NaN          NaN          NaN   
17997  0.475  ci  ...          NaN          NaN          NaN          NaN   
18668  0.125  ci  ...          NaN          NaN          NaN          NaN   
20924  0.444  ci  ...          NaN          NaN          NaN          NaN   
22032  0.311  ci  ...          NaN          NaN          NaN          NaN   
22431   0.36  ci  ...          NaN          NaN          NaN          NaN   
22854   0.36  ci  ...          NaN          NaN          NaN          NaN   
22959   0.29  ci  ...          NaN          NaN          NaN          NaN   
22960   0.35  ci  ...          NaN          NaN          NaN          NaN   
26816   0.49  ci  ...          NaN          NaN          NaN          NaN   
27425   0.44  ci  ...          NaN          NaN          NaN          NaN   
28097  0.176  ci  ...          NaN          NaN          NaN          NaN   
30262   0.56  ci  ...          NaN          NaN          NaN          NaN   
30313   0.34  ci  ...          NaN          NaN          NaN          NaN   
30755   0.61  ci  ...          NaN          NaN          NaN          NaN   
30985    0.4  ci  ...          NaN          NaN          NaN          NaN   
32584   0.58  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
5668           NaN          NaN  \r  2011-02-09  0.785770  Grid_-121_33  
5697           NaN          NaN  \r  2011-01-11  0.809942  Grid_-121_33  
5698           NaN          NaN  \r  2011-01-11  0.831355  Grid_-121_33  
6111           NaN          NaN  \r  2010-05-21  0.743428  Grid_-121_33  
6186           NaN          NaN  \r  2010-05-05  0.734627  Grid_-121_33  
6190           NaN          NaN  \r  2010-05-04  0.815850  Grid_-121_33  
6882           NaN          NaN  \r  2010-03-26  0.823648  Grid_-121_33  
8674           NaN          NaN  \r  2005-04-21  0.890001  Grid_-121_33  
8675           NaN          NaN  \r  2005-04-21  0.915810  Grid_-121_33  
10072          NaN          NaN  \r  2001-10-09  0.785770  Grid_-121_33  
17916          NaN          NaN  \r  1990-07-13  0.837077  Grid_-121_33  
17918          NaN          NaN  \r  1990-07-13  0.821707  Grid_-121_33  
17997          NaN          NaN  \r  1990-05-02  0.741238  Grid_-121_33  
18668          NaN          NaN  \r  1989-04-18  0.783716  Grid_-121_33  
20924          NaN          NaN  \r  1986-02-26  0.734627  Grid_-121_33  
22032          NaN          NaN  \r  1984-02-07  0.779588  Grid_-121_33  
22431          NaN          NaN  \r  1983-06-28  0.833268  Grid_-121_33  
22854          NaN          NaN  \r  1983-03-31  0.777514  Grid_-121_33  
22959          NaN          NaN  \r  1983-01-12  0.896982  Grid_-121_33  
22960          NaN          NaN  \r  1983-01-12  0.831355  Grid_-121_33  
26816          NaN          NaN  \r  1978-07-03  0.767048  Grid_-121_33  
27425          NaN          NaN  \r  1977-02-28  0.749953  Grid_-121_33  
28097          NaN          NaN  \r  1975-12-21  0.815850  Grid_-121_33  
30262          NaN          NaN  \r  1971-07-13  0.745610  Grid_-121_33  
30313          NaN          NaN  \r  1971-04-27  0.879390  Grid_-121_33  
30755          NaN          NaN  \r  1970-06-20  0.736838  Grid_-121_33  
30985          NaN          NaN  \r  1969-09-29  0.773347  Grid_-121_33  
32584          NaN          NaN  \r  1962-04-03  0.809942  Grid_-121_33  

[28 rows x 1003 columns], 'Grid_-121_34':         latitude   longitude  depth   mag magType   nst    gap     dmin   rms  \
1095   34.407500 -120.004833    0.9  3.25      ml  41.0   86.0   0.1219  0.24   
1224   34.564000 -120.062000  12.76  3.90      ml  56.0  103.0  0.04358  0.27   
3310   34.851000 -120.396333   1.42  3.23      ml  41.0   91.0  0.08524   0.2   
3496   34.420000 -120.001500   2.26  3.78      mw  46.0   74.0   0.1315  0.24   
3545   34.421333 -120.678500   4.35  4.33      mw  47.0  218.0   0.1958  0.25   
...          ...         ...    ...   ...     ...   ...    ...      ...   ...   
31994  34.814167 -120.494000      6  3.70      ml     9    257   0.7426  0.57   
32137  34.646000 -120.461000      6  3.29      ml     7    292    0.649   0.8   
32318  34.999000 -120.715833      6  3.46      ml     6    304   0.8593  0.67   
32322  34.823500 -120.558667      6  3.37      ml     9    294   0.7936  0.59   
32628  34.983667 -120.935333      6  3.59      ml     8    313    1.033  0.55   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
1095   ci  ...          NaN          NaN          NaN          NaN   
1224   ci  ...          NaN          NaN          NaN          NaN   
3310   ci  ...          NaN          NaN          NaN          NaN   
3496   ci  ...          NaN          NaN          NaN          NaN   
3545   ci  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
31994  ci  ...          NaN          NaN          NaN          NaN   
32137  ci  ...          NaN          NaN          NaN          NaN   
32318  ci  ...          NaN          NaN          NaN          NaN   
32322  ci  ...          NaN          NaN          NaN          NaN   
32628  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
1095           NaN          NaN  \r  2020-11-10  0.785770  Grid_-121_34  
1224           NaN          NaN  \r  2020-09-06  0.907318  Grid_-121_34  
3310           NaN          NaN  \r  2018-12-23  0.781655  Grid_-121_34  
3496           NaN          NaN  \r  2018-01-07  0.886483  Grid_-121_34  
3545           NaN          NaN  \r  2017-10-26  0.977045  Grid_-121_34  
...            ...          ...  ..         ...       ...           ...  
31994          NaN          NaN  \r  1965-04-24  0.872222  Grid_-121_34  
32137          NaN          NaN  \r  1964-06-20  0.793925  Grid_-121_34  
32318          NaN          NaN  \r  1963-07-06  0.827512  Grid_-121_34  
32322          NaN          NaN  \r  1963-07-04  0.809942  Grid_-121_34  
32628          NaN          NaN  \r  1962-01-31  0.852101  Grid_-121_34  

[123 rows x 1003 columns], 'Grid_-121_35':         latitude   longitude  depth   mag magType   nst    gap      dmin  \
270    35.935667 -120.012667   9.46  3.98      mw  66.0   75.0   0.08222   
390    35.972333 -120.526667  10.72  3.35      mw  65.0   57.0    0.0127   
523    35.899500 -120.441000   5.65  3.29      ml  59.0   53.0   0.01418   
568    35.944500 -120.490500   9.79  3.17      ml  71.0   62.0   0.01278   
604    35.759333 -120.310000   3.76  3.24      ml  63.0   74.0  0.002239   
...          ...         ...    ...   ...     ...   ...    ...       ...   
32238  35.989500 -120.256333      6  3.22      ml     7    299    0.7812   
32627  35.027000 -120.955333      6  4.43      ml    10    261     1.035   
32637  35.970000 -120.470167      6  3.95      ml    12    297    0.8718   
32734  35.880167 -120.347000      6  4.64      ml    12    291    0.7382   
32780  35.245167 -120.855500    6.0  3.05      ml   8.0  278.0    0.9114   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
270    0.16  nc  ...          NaN          NaN          NaN          NaN   
390    0.08  nc  ...          NaN          NaN          NaN          NaN   
523     0.1  nc  ...          NaN          NaN          NaN          NaN   
568    0.11  nc  ...          NaN          NaN          NaN          NaN   
604    0.08  nc  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32238  0.53  ci  ...          NaN          NaN          NaN          NaN   
32627  0.53  ci  ...          NaN          NaN          NaN          NaN   
32637  0.51  ci  ...          NaN          NaN          NaN          NaN   
32734  0.57  ci  ...          NaN          NaN          NaN          NaN   
32780  0.56  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
270            NaN          NaN  \r  2022-12-06  0.920855  Grid_-121_35  
390            NaN          NaN  \r  2022-06-24  0.805974  Grid_-121_35  
523            NaN          NaN  \r  2022-01-01  0.793925  Grid_-121_35  
568            NaN          NaN  \r  2021-11-15  0.769154  Grid_-121_35  
604            NaN          NaN  \r  2021-09-28  0.783716  Grid_-121_35  
...            ...          ...  ..         ...       ...           ...  
32238          NaN          NaN  \r  1963-11-01  0.779588  Grid_-121_35  
32627          NaN          NaN  \r  1962-02-01  0.992266  Grid_-121_35  
32637          NaN          NaN  \r  1961-12-14  0.915810  Grid_-121_35  
32734          NaN          NaN  \r  1961-07-31  1.023143  Grid_-121_35  
32780          NaN          NaN  \r  1961-02-23  0.743428  Grid_-121_35  

[477 rows x 1003 columns], 'Grid_-121_36':         latitude   longitude  depth   mag magType    nst    gap     dmin  \
357    36.074333 -120.163000   7.88  3.37      ml   50.0  104.0   0.1212   
409    36.238333 -120.810833   6.67  3.02      ml   81.0  110.0  0.02368   
454    36.483000 -120.905500  17.94  3.28      ml   89.0   50.0  0.05348   
587    36.185833 -120.309167  10.36  3.44      mw   45.0  107.0  0.06493   
622    36.296500 -120.592667   16.6  3.79      mw  135.0   26.0   0.1868   
...          ...         ...    ...   ...     ...    ...    ...      ...   
32639  36.679000 -120.312000      6  3.52      ml      8    275    1.425   
32737  36.354167 -120.301500      6  3.70      ml      7    270     1.12   
32764  36.069167 -120.370333      6  3.59      ml     10    258   0.8985   
32800  36.033167 -120.041667    6.0  3.19      ml    6.0  253.0    0.745   
32873  36.430000 -120.752667    6.0  3.80      ml    6.0  297.0    1.709   

        rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
357    0.09  nc  ...          NaN          NaN          NaN          NaN   
409    0.12  nc  ...          NaN          NaN          NaN          NaN   
454    0.19  nc  ...          NaN          NaN          NaN          NaN   
587    0.08  nc  ...          NaN          NaN          NaN          NaN   
622     0.2  nc  ...          NaN          NaN          NaN          NaN   
...     ...  ..  ...          ...          ...          ...          ...   
32639   0.7  ci  ...          NaN          NaN          NaN          NaN   
32737   0.5  ci  ...          NaN          NaN          NaN          NaN   
32764  0.38  ci  ...          NaN          NaN          NaN          NaN   
32800  0.51  ci  ...          NaN          NaN          NaN          NaN   
32873  0.51  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
357            NaN          NaN  \r  2022-07-23  0.809942  Grid_-121_36  
409            NaN          NaN  \r  2022-05-28  0.736838  Grid_-121_36  
454            NaN          NaN  \r  2022-03-18  0.791896  Grid_-121_36  
587            NaN          NaN  \r  2021-10-18  0.823648  Grid_-121_36  
622            NaN          NaN  \r  2021-09-14  0.888244  Grid_-121_36  
...            ...          ...  ..         ...       ...           ...  
32639          NaN          NaN  \r  1961-12-12  0.838974  Grid_-121_36  
32737          NaN          NaN  \r  1961-07-22  0.872222  Grid_-121_36  
32764          NaN          NaN  \r  1961-04-08  0.852101  Grid_-121_36  
32800          NaN          NaN  \r  1961-01-06  0.773347  Grid_-121_36  
32873          NaN          NaN  \r  1960-04-02  0.890001  Grid_-121_36  

[1224 rows x 1003 columns], 'Grid_-121_37':         latitude   longitude   depth   mag magType   nst    gap     dmin  \
303    37.327833 -120.041167   19.55  3.01      ml  90.0   43.0   0.1424   
749    37.051667 -120.874667    5.75  3.74      mw  71.0   82.0  0.07613   
7521   37.391833 -120.041000  18.295  3.03      ml   105   45.0   0.1703   
11779  37.258500 -120.575333   2.082  3.94      md   8.0  161.0   0.6829   
12400  37.297667 -120.194333   4.548  3.64      md   7.0  218.0    1.055   
19699  37.416667 -120.027333   2.517  3.22      md   8.0  243.0   0.8378   
25073  37.708833 -120.282333   4.635  3.14      md  19.0  140.0  0.07117   
25800  37.133667 -120.201667  33.079  3.57      md  12.0  336.0   0.7162   
26212  37.736167 -120.589000  17.301  3.76      md   4.0  234.0    0.164   
26280  37.355500 -120.004333  21.505  3.10      ml  15.0  209.0   0.1126   
27289  37.961000 -120.555667   1.232  3.21      md   6.0  159.0  0.06216   
27292  37.971667 -120.561000   2.882  3.02      md   5.0  215.0  0.06216   
27293  37.935167 -120.552167   0.882  3.19      md   5.0  180.0  0.03784   
27335  37.267333 -120.055833     6.0  3.43      ml   2.0  335.0    1.787   
27369  37.934333 -120.550833  -0.051  3.17      md   9.0  113.0  0.01802   
27390  37.954500 -120.547000   0.169  3.43      md  11.0  115.0  0.02072   
27401  37.964000 -120.548167  -0.341  3.22      md  10.0  139.0  0.02883   
27411  37.955500 -120.541500   0.169  3.38      md   9.0  110.0  0.01892   
27419  37.954167 -120.557167  -0.281  3.22      md   5.0  200.0  0.02703   
27436  37.956667 -120.545500   0.609  3.64      md   9.0  135.0  0.02162   
27437  37.955333 -120.550833   0.739  3.33      md  10.0  140.0  0.02342   
27451  37.959833 -120.555333  -0.039  3.24      md   9.0  200.0  0.02973   
27460  37.383333 -120.080500  30.078  3.06      md  10.0  101.0    0.118   
27466  37.967000 -120.552333  -0.072  3.39      md   9.0  116.0  0.03333   
27493  37.970333 -120.552167   0.278  3.48      md   8.0  120.0  0.03604   
27497  37.961500 -120.550667   0.408  3.34      md   9.0   89.0  0.02793   
27521  37.962500 -120.549667   0.458  3.03      md  10.0   88.0  0.02883   
27552  37.494000 -120.013833  32.801  3.04      md   8.0  151.0  0.00991   
27752  37.932667 -120.549500    0.18  3.60      md   7.0  164.0  0.01712   
27754  37.933333 -120.552500   -0.25  3.13      md   7.0  105.0  0.01892   
27756  37.952833 -120.553833   0.715  3.60      md   8.0  142.0  0.02432   
27930  37.291000 -120.007000     6.0  3.13      ml   0.0  316.6    1.439   
28407  37.419833 -120.019500   0.853  4.20      ml  13.0  260.0   0.6234   
28663  37.000000 -120.412667   2.336  3.86      md  18.0  219.0   0.3649   
28690  37.186167 -120.948333  -0.081  4.10      ml  50.0   70.0   0.1577   
28710  37.185667 -120.955333  -0.142  3.79      md  53.0   74.0   0.1532   
28751  37.194000 -120.967667   1.168  4.34      md  54.0   72.0   0.1523   
28763  37.195167 -120.960833   0.055  3.10      ml  62.0  120.0   0.1568   
29383  37.304333 -120.919333    0.08  3.15      md  51.0  140.0   0.2505   
29386  37.299500 -120.900667   -0.03  3.30      ml  80.0   82.0   0.2532   
29388  37.304333 -120.900167   0.077  3.28      md  34.0  149.0   0.2577   
29389  37.309833 -120.924833    0.09  3.78      md  48.0  140.0   0.2532   
29392  37.302167 -120.904000  -0.109  3.10      ml  55.0  142.0   0.2541   
29393  37.305833 -120.910833   0.011  3.79      md  54.0  142.0    0.255   
29397  37.303500 -120.905833    -0.1  3.47      md  51.0  142.0    0.255   
29402  37.147667 -120.343833   0.367  3.56      md  13.0  327.0   0.4901   
32393  37.595833 -120.185667       6  3.59      ml     6    318    2.292   

         rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
303     0.18  nc  ...          NaN          NaN          NaN          NaN   
749      0.2  nc  ...          NaN          NaN          NaN          NaN   
7521    0.35  nc  ...          NaN          NaN          NaN          NaN   
11779    0.5  nc  ...          NaN          NaN          NaN          NaN   
12400   0.06  nc  ...          NaN          NaN          NaN          NaN   
19699   1.61  nc  ...          NaN          NaN          NaN          NaN   
25073  27.05  nc  ...          NaN          NaN          NaN          NaN   
25800   0.19  nc  ...          NaN          NaN          NaN          NaN   
26212   0.01  nc  ...          NaN          NaN          NaN          NaN   
26280   0.08  nc  ...          NaN          NaN          NaN          NaN   
27289   0.03  nc  ...          NaN          NaN          NaN          NaN   
27292   0.05  nc  ...          NaN          NaN          NaN          NaN   
27293   0.08  nc  ...          NaN          NaN          NaN          NaN   
27335   0.01  ci  ...          NaN          NaN          NaN          NaN   
27369   0.11  nc  ...          NaN          NaN          NaN          NaN   
27390    0.1  nc  ...          NaN          NaN          NaN          NaN   
27401   0.07  nc  ...          NaN          NaN          NaN          NaN   
27411   0.16  nc  ...          NaN          NaN          NaN          NaN   
27419   0.09  nc  ...          NaN          NaN          NaN          NaN   
27436   0.09  nc  ...          NaN          NaN          NaN          NaN   
27437    0.1  nc  ...          NaN          NaN          NaN          NaN   
27451   0.07  nc  ...          NaN          NaN          NaN          NaN   
27460   0.16  nc  ...          NaN          NaN          NaN          NaN   
27466   0.06  nc  ...          NaN          NaN          NaN          NaN   
27493   0.12  nc  ...          NaN          NaN          NaN          NaN   
27497   0.13  nc  ...          NaN          NaN          NaN          NaN   
27521    0.1  nc  ...          NaN          NaN          NaN          NaN   
27552   0.26  nc  ...          NaN          NaN          NaN          NaN   
27752   0.09  nc  ...          NaN          NaN          NaN          NaN   
27754   0.09  nc  ...          NaN          NaN          NaN          NaN   
27756   0.11  nc  ...          NaN          NaN          NaN          NaN   
27930  0.242  ci  ...          NaN          NaN          NaN          NaN   
28407   0.16  nc  ...          NaN          NaN          NaN          NaN   
28663   0.09  nc  ...          NaN          NaN          NaN          NaN   
28690   0.15  nc  ...          NaN          NaN          NaN          NaN   
28710   0.17  nc  ...          NaN          NaN          NaN          NaN   
28751   0.22  nc  ...          NaN          NaN          NaN          NaN   
28763   0.23  nc  ...          NaN          NaN          NaN          NaN   
29383   0.16  nc  ...          NaN          NaN          NaN          NaN   
29386   0.15  nc  ...          NaN          NaN          NaN          NaN   
29388   0.21  nc  ...          NaN          NaN          NaN          NaN   
29389   0.09  nc  ...          NaN          NaN          NaN          NaN   
29392   0.21  nc  ...          NaN          NaN          NaN          NaN   
29393   0.16  nc  ...          NaN          NaN          NaN          NaN   
29397   0.19  nc  ...          NaN          NaN          NaN          NaN   
29402   0.15  nc  ...          NaN          NaN          NaN          NaN   
32393   0.29  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
303            NaN          NaN  \r  2022-10-05  0.734627  Grid_-121_37  
749            NaN          NaN  \r  2021-07-03  0.879390  Grid_-121_37  
7521           NaN          NaN  \r  2008-05-10  0.739042  Grid_-121_37  
11779          NaN          NaN  \r  1999-03-14  0.914120  Grid_-121_37  
12400          NaN          NaN  \r  1997-12-06  0.861322  Grid_-121_37  
19699          NaN          NaN  \r  1987-08-23  0.779588  Grid_-121_37  
25073          NaN          NaN  \r  1980-05-30  0.762815  Grid_-121_37  
25800          NaN          NaN  \r  1979-11-13  0.848377  Grid_-121_37  
26212          NaN          NaN  \r  1979-08-06  0.882946  Grid_-121_37  
26280          NaN          NaN  \r  1979-06-17  0.754268  Grid_-121_37  
27289          NaN          NaN  \r  1977-07-06  0.777514  Grid_-121_37  
27292          NaN          NaN  \r  1977-07-01  0.736838  Grid_-121_37  
27293          NaN          NaN  \r  1977-07-01  0.773347  Grid_-121_37  
27335          NaN          NaN  \r  1977-05-15  0.821707  Grid_-121_37  
27369          NaN          NaN  \r  1977-04-05  0.769154  Grid_-121_37  
27390          NaN          NaN  \r  1977-03-25  0.821707  Grid_-121_37  
27401          NaN          NaN  \r  1977-03-15  0.779588  Grid_-121_37  
27411          NaN          NaN  \r  1977-03-07  0.811917  Grid_-121_37  
27419          NaN          NaN  \r  1977-03-04  0.779588  Grid_-121_37  
27436          NaN          NaN  \r  1977-02-18  0.861322  Grid_-121_37  
27437          NaN          NaN  \r  1977-02-18  0.801982  Grid_-121_37  
27451          NaN          NaN  \r  1977-02-11  0.783716  Grid_-121_37  
27460          NaN          NaN  \r  1977-02-07  0.745610  Grid_-121_37  
27466          NaN          NaN  \r  1977-01-29  0.813887  Grid_-121_37  
27493          NaN          NaN  \r  1977-01-14  0.831355  Grid_-121_37  
27497          NaN          NaN  \r  1977-01-14  0.803981  Grid_-121_37  
27521          NaN          NaN  \r  1977-01-05  0.739042  Grid_-121_37  
27552          NaN          NaN  \r  1976-12-14  0.741238  Grid_-121_37  
27752          NaN          NaN  \r  1976-08-14  0.853956  Grid_-121_37  
27754          NaN          NaN  \r  1976-08-13  0.760689  Grid_-121_37  
27756          NaN          NaN  \r  1976-08-13  0.853956  Grid_-121_37  
27930          NaN          NaN  \r  1976-04-05  0.760689  Grid_-121_37  
28407          NaN          NaN  \r  1975-08-10  0.956723  Grid_-121_37  
28663          NaN          NaN  \r  1975-06-27  0.900445  Grid_-121_37  
28690          NaN          NaN  \r  1975-06-18  0.940658  Grid_-121_37  
28710          NaN          NaN  \r  1975-06-11  0.888244  Grid_-121_37  
28751          NaN          NaN  \r  1975-05-25  0.978583  Grid_-121_37  
28763          NaN          NaN  \r  1975-05-19  0.754268  Grid_-121_37  
29383          NaN          NaN  \r  1974-08-14  0.764935  Grid_-121_37  
29386          NaN          NaN  \r  1974-08-14  0.795948  Grid_-121_37  
29388          NaN          NaN  \r  1974-08-14  0.791896  Grid_-121_37  
29389          NaN          NaN  \r  1974-08-14  0.886483  Grid_-121_37  
29392          NaN          NaN  \r  1974-08-13  0.754268  Grid_-121_37  
29393          NaN          NaN  \r  1974-08-13  0.888244  Grid_-121_37  
29397          NaN          NaN  \r  1974-08-13  0.829436  Grid_-121_37  
29402          NaN          NaN  \r  1974-08-09  0.846507  Grid_-121_37  
32393          NaN          NaN  \r  1963-03-12  0.852101  Grid_-121_37  

[47 rows x 1003 columns], 'Grid_-121_38':         latitude   longitude   depth   mag magType   nst    gap    dmin  \
13807  38.801500 -120.262500   4.618  3.04      md   5.0  317.0  0.4117   
13845  38.748667 -120.206667   4.595  3.02      md   5.0  324.0  0.4315   
13861  38.744333 -120.112667   4.603  3.14      md   8.0  321.0  0.5009   
13931  38.825000 -120.085667  -0.487  3.16      md  20.0  296.0  0.4694   
13949  38.665000 -120.028500  23.159  3.01      md   8.0  267.0  0.5532   
13957  38.830500 -120.103333   1.816  3.31      md   6.0  327.0   0.455   
13962  38.656833 -120.090667  34.095  3.85      md   8.0  295.0  0.5036   
14669  38.786333 -120.053000  11.844  3.17      md    28    219  0.4964   
17614  38.626000 -120.173667   5.962  3.20      ml  40.0  166.0  0.4369   
17841  38.185500 -120.376500  31.151  3.14      md  31.0  117.0   0.127   
25265  38.051333 -120.702667   4.693  3.29      md   7.0  188.0  0.1559   
25650  38.000000 -121.000000     6.0  3.33      ml  16.0  315.0   2.691   
26123  38.195167 -120.129167    3.01  3.14      ml   6.0  334.0     NaN   
27501  38.111333 -120.403500   1.807  3.01      md   8.0  139.0  0.1252   

         rms net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
13807   0.05  nc  ...          NaN          NaN          NaN          NaN   
13845   0.11  nc  ...          NaN          NaN          NaN          NaN   
13861   0.07  nc  ...          NaN          NaN          NaN          NaN   
13931   0.33  nc  ...          NaN          NaN          NaN          NaN   
13949   0.05  nc  ...          NaN          NaN          NaN          NaN   
13957   0.11  nc  ...          NaN          NaN          NaN          NaN   
13962    0.5  nc  ...          NaN          NaN          NaN          NaN   
14669   0.07  nc  ...          NaN          NaN          NaN          NaN   
17614   0.11  nc  ...          NaN          NaN          NaN          NaN   
17841   0.23  nc  ...          NaN          NaN          NaN          NaN   
25265  33.66  nc  ...          NaN          NaN          NaN          NaN   
25650    4.2  ci  ...          NaN          NaN          NaN          NaN   
26123   3.89  ci  ...          NaN          NaN          NaN          NaN   
27501    0.1  nc  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
13807          NaN          NaN  \r  1994-10-08  0.741238  Grid_-121_38  
13845          NaN          NaN  \r  1994-09-21  0.736838  Grid_-121_38  
13861          NaN          NaN  \r  1994-09-20  0.762815  Grid_-121_38  
13931          NaN          NaN  \r  1994-09-13  0.767048  Grid_-121_38  
13949          NaN          NaN  \r  1994-09-12  0.734627  Grid_-121_38  
13957          NaN          NaN  \r  1994-09-12  0.797965  Grid_-121_38  
13962          NaN          NaN  \r  1994-09-12  0.898715  Grid_-121_38  
14669          NaN          NaN  \r  1993-12-05  0.769154  Grid_-121_38  
17614          NaN          NaN  \r  1991-03-27  0.775434  Grid_-121_38  
17841          NaN          NaN  \r  1990-09-18  0.762815  Grid_-121_38  
25265          NaN          NaN  \r  1980-05-26  0.793925  Grid_-121_38  
25650          NaN          NaN  \r  1980-01-27  0.801982  Grid_-121_38  
26123          NaN          NaN  \r  1979-10-07  0.762815  Grid_-121_38  
27501          NaN          NaN  \r  1977-01-13  0.734627  Grid_-121_38  

[14 rows x 1003 columns], 'Grid_-122_33':         latitude   longitude depth  mag magType  nst  gap dmin  rms net  ...  \
32408  33.936667 -121.498333     6  3.7      mh  NaN  NaN  NaN  NaN  ci  ...   

      Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998  \
32408          NaN          NaN          NaN          NaN          NaN   

      Unnamed: 999  \r        Date    Energy    grid_label  
32408          NaN  \r  1963-01-29  0.872222  Grid_-122_33  

[1 rows x 1003 columns], 'Grid_-122_34':         latitude   longitude   depth   mag magType nst    gap    dmin   rms  \
7274   34.702333 -121.355667   2.645  3.43      ml  86  247.0   0.636  0.29   
8016   34.660000 -121.506000     5.0  4.00      mb  14  217.4     NaN   NaN   
8109   34.753167 -121.433833  25.182  3.02      md  34  263.0  0.6694  0.29   
9649   34.799167 -121.075833   2.185  3.27      md  45    267  0.3883  0.14   
10069  34.811000 -121.497833  15.724  3.54      md  62    246   0.673  0.23   
...          ...         ...     ...   ...     ...  ..    ...     ...   ...   
32597  34.492667 -121.378000       6  4.00      mh  10    306   1.375  0.88   
32598  34.474167 -121.814833       6  4.20      mh   9    311   1.735  2.86   
32600  34.542500 -121.979167       6  3.60      mh   8    298   1.873  0.58   
32603  34.555667 -121.436667       6  4.50      mh   9    307   2.412   0.5   
32626  34.962833 -121.154167       6  3.85      ml  12    267    1.21  0.75   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
7274   nc  ...          NaN          NaN          NaN          NaN   
8016   us  ...          NaN          NaN          NaN          NaN   
8109   nc  ...          NaN          NaN          NaN          NaN   
9649   nc  ...          NaN          NaN          NaN          NaN   
10069  nc  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
32597  ci  ...          NaN          NaN          NaN          NaN   
32598  ci  ...          NaN          NaN          NaN          NaN   
32600  ci  ...          NaN          NaN          NaN          NaN   
32603  ci  ...          NaN          NaN          NaN          NaN   
32626  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
7274           NaN          NaN  \r  2009-02-22  0.821707  Grid_-122_34  
8016           NaN          NaN  \r  2007-04-18  0.924196  Grid_-122_34  
8109           NaN          NaN  \r  2006-12-26  0.736838  Grid_-122_34  
9649           NaN          NaN  \r  2003-01-30  0.789860  Grid_-122_34  
10069          NaN          NaN  \r  2001-10-12  0.842751  Grid_-122_34  
...            ...          ...  ..         ...       ...           ...  
32597          NaN          NaN  \r  1962-03-10  0.924196  Grid_-122_34  
32598          NaN          NaN  \r  1962-03-10  0.956723  Grid_-122_34  
32600          NaN          NaN  \r  1962-03-06  0.853956  Grid_-122_34  
32603          NaN          NaN  \r  1962-03-05  1.002718  Grid_-122_34  
32626          NaN          NaN  \r  1962-02-01  0.898715  Grid_-122_34  

[100 rows x 1003 columns], 'Grid_-122_35':         latitude   longitude depth   mag magType    nst    gap     dmin   rms  \
477    35.698667 -121.125500   6.6  3.30      ml   59.0  105.0  0.02816  0.09   
578    35.768833 -121.303833  6.46  3.53      ml  103.0  178.0   0.2105  0.09   
579    35.775833 -121.304333  7.79  4.65      mw   67.0  172.0   0.2092  0.07   
914    35.838500 -121.455833   8.2  3.16      ml  100.0  182.0   0.1979  0.13   
915    35.842167 -121.453167  8.85  3.73      mw  123.0  183.0   0.1987   0.1   
...          ...         ...   ...   ...     ...    ...    ...      ...   ...   
31009  35.262167 -121.402833   6.0  3.70      ml   10.0  254.0      NaN  0.69   
31059  35.225167 -121.188833   6.0  3.69      ml   11.0  311.0    1.214  0.54   
31189  35.774333 -121.311333   6.0  3.54      ml    5.0  313.0    1.655  0.81   
31788  35.174167 -121.779333     6  4.49      ml      5    324     1.85  0.69   
32899  35.556333 -121.351000   6.0  4.04      ml    9.0  293.0    1.331  0.65   

      net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
477    nc  ...          NaN          NaN          NaN          NaN   
578    nc  ...          NaN          NaN          NaN          NaN   
579    nc  ...          NaN          NaN          NaN          NaN   
914    nc  ...          NaN          NaN          NaN          NaN   
915    nc  ...          NaN          NaN          NaN          NaN   
...    ..  ...          ...          ...          ...          ...   
31009  ci  ...          NaN          NaN          NaN          NaN   
31059  ci  ...          NaN          NaN          NaN          NaN   
31189  ci  ...          NaN          NaN          NaN          NaN   
31788  ci  ...          NaN          NaN          NaN          NaN   
32899  ci  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
477            NaN          NaN  \r  2022-02-16  0.795948  Grid_-122_35  
578            NaN          NaN  \r  2021-10-25  0.840865  Grid_-122_35  
579            NaN          NaN  \r  2021-10-25  1.024578  Grid_-122_35  
914            NaN          NaN  \r  2021-02-28  0.767048  Grid_-122_35  
915            NaN          NaN  \r  2021-02-28  0.877605  Grid_-122_35  
...            ...          ...  ..         ...       ...           ...  
31009          NaN          NaN  \r  1969-09-06  0.872222  Grid_-122_35  
31059          NaN          NaN  \r  1969-06-15  0.870418  Grid_-122_35  
31189          NaN          NaN  \r  1968-11-10  0.842751  Grid_-122_35  
31788          NaN          NaN  \r  1966-06-21  1.001235  Grid_-122_35  
32899          NaN          NaN  \r  1960-01-02  0.930830  Grid_-122_35  

[353 rows x 1003 columns], 'Grid_-122_36':         latitude   longitude depth   mag magType   nst   gap     dmin   rms  \
263    36.604667 -121.209333  8.88  3.28      ml  67.0  55.0  0.03812  0.09   
319    36.729667 -121.345333  7.74  3.26      ml  78.0  53.0  0.02218  0.19   
324    36.944333 -121.035833  6.42  3.25      ml  85.0  48.0   0.0849  0.15   
329    36.636500 -121.258167  9.53  3.24      ml  78.0  54.0  0.05216  0.12   
332    36.568833 -121.130833  9.91  3.47      mw  83.0  66.0  0.04402  0.15   
...          ...         ...   ...   ...     ...   ...   ...      ...   ...   
32362  36.601667 -121.927333     6  3.89      ml     8   313    2.179  0.65   
32690  36.514000 -121.891667     6  3.52      ml     8   300    2.106  0.71   
32762  36.683000 -121.300000   NaN  5.50      ml   NaN   NaN      NaN   NaN   
32763  36.732000 -121.222000    12  5.88      mw   NaN   NaN      NaN   NaN   
32893  36.783000 -121.433000   NaN  5.00      ml   NaN   NaN      NaN   NaN   

          net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
263        nc  ...          NaN          NaN          NaN          NaN   
319        nc  ...          NaN          NaN          NaN          NaN   
324        nc  ...          NaN          NaN          NaN          NaN   
329        nc  ...          NaN          NaN          NaN          NaN   
332        nc  ...          NaN          NaN          NaN          NaN   
...       ...  ...          ...          ...          ...          ...   
32362      ci  ...          NaN          NaN          NaN          NaN   
32690      ci  ...          NaN          NaN          NaN          NaN   
32762   ushis  ...          NaN          NaN          NaN          NaN   
32763  iscgem  ...          NaN          NaN          NaN          NaN   
32893   ushis  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
263            NaN          NaN  \r  2022-12-13  0.791896  Grid_-122_36  
319            NaN          NaN  \r  2022-09-19  0.787818  Grid_-122_36  
324            NaN          NaN  \r  2022-09-15  0.785770  Grid_-122_36  
329            NaN          NaN  \r  2022-09-11  0.783716  Grid_-122_36  
332            NaN          NaN  \r  2022-09-04  0.829436  Grid_-122_36  
...            ...          ...  ..         ...       ...           ...  
32362          NaN          NaN  \r  1963-05-06  0.905606  Grid_-122_36  
32690          NaN          NaN  \r  1961-09-23  0.838974  Grid_-122_36  
32762          NaN          NaN  \r  1961-04-09  1.136499  Grid_-122_36  
32763          NaN          NaN  \r  1961-04-09  1.181038  Grid_-122_36  
32893          NaN          NaN  \r  1960-01-20  1.072959  Grid_-122_36  

[2036 rows x 1003 columns], 'Grid_-122_37':         latitude   longitude depth   mag magType    nst   gap     dmin   rms  \
271    37.325833 -121.687667  8.21  3.59      mw  205.0  26.0   0.0252  0.12   
288    37.310667 -121.675167  8.05  3.54      mw  124.0  28.0  0.04039  0.08   
289    37.311500 -121.672000  8.38  5.06      mw  199.0  28.0  0.03815   0.1   
310    37.500000 -121.620667  7.61  3.35      mw  116.0  53.0   0.0341  0.11   
331    37.312167 -121.678167  7.77  3.36      ml  145.0  28.0  0.04087  0.11   
...          ...         ...   ...   ...     ...    ...   ...      ...   ...   
29969  37.000000 -121.500000     6  3.51      mh      3   320     2.76  0.73   
30758  37.802000 -121.933000   9.0  4.60      mb    NaN   NaN      NaN   NaN   
31545  37.230000 -121.620000   8.0  4.90      ml    NaN   NaN      NaN   NaN   
31557  37.035000 -121.777000   8.0  4.32      mw    NaN   NaN      NaN   NaN   
32067  37.055000 -121.692000   NaN  5.20      mb    NaN   NaN      NaN   NaN   

         net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
271       nc  ...          NaN          NaN          NaN          NaN   
288       nc  ...          NaN          NaN          NaN          NaN   
289       nc  ...          NaN          NaN          NaN          NaN   
310       nc  ...          NaN          NaN          NaN          NaN   
331       nc  ...          NaN          NaN          NaN          NaN   
...      ...  ...          ...          ...          ...          ...   
29969     ci  ...          NaN          NaN          NaN          NaN   
30758  ushis  ...          NaN          NaN          NaN          NaN   
31545  ushis  ...          NaN          NaN          NaN          NaN   
31557  ushis  ...          NaN          NaN          NaN          NaN   
32067  ushis  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
271            NaN          NaN  \r  2022-12-05  0.852101  Grid_-122_37  
288            NaN          NaN  \r  2022-10-25  0.842751  Grid_-122_37  
289            NaN          NaN  \r  2022-10-25  1.080911  Grid_-122_37  
310            NaN          NaN  \r  2022-09-28  0.805974  Grid_-122_37  
331            NaN          NaN  \r  2022-09-04  0.807961  Grid_-122_37  
...            ...          ...  ..         ...       ...           ...  
29969          NaN          NaN  \r  1973-01-20  0.837077  Grid_-122_37  
30758          NaN          NaN  \r  1970-06-12  1.017371  Grid_-122_37  
31545          NaN          NaN  \r  1967-09-28  1.059490  Grid_-122_37  
31557          NaN          NaN  \r  1967-09-07  0.975504  Grid_-122_37  
32067          NaN          NaN  \r  1964-11-16  1.099106  Grid_-122_37  

[860 rows x 1003 columns], 'Grid_-122_38':         latitude   longitude   depth   mag magType    nst    gap     dmin  \
3780   38.638667 -121.871833   15.63  3.03      ml   90.0   57.0   0.1306   
9797   38.737833 -121.647333  20.907  3.26      md     44     59      0.2   
9809   38.741333 -121.644333  18.713  3.07      md     52     75   0.2117   
9848   38.223833 -121.837500   17.43  3.60      mw    167     45  0.07477   
11751  38.092000 -121.883833  20.145  3.19      md   72.0   58.0  0.08919   
12763  38.156333 -121.938167  21.375  3.38      md   71.0   54.0   0.1072   
12766  38.150833 -121.930000  21.385  3.65      md   70.0   72.0   0.1009   
12769  38.151833 -121.934000  21.465  3.46      md   68.0   57.0   0.1036   
12770  38.151000 -121.932833  21.675  3.60      md   70.0   65.0   0.1036   
12772  38.155500 -121.935167  21.645  3.38      md   67.0   89.0   0.1045   
12773  38.157833 -121.927167  21.605  3.41      md   67.0   90.0   0.0982   
12774  38.151000 -121.930667  21.425  3.70      mw   70.0   57.0   0.1018   
12775  38.149833 -121.931500  21.455  3.48      md   66.0   86.0   0.1018   
12776  38.149833 -121.927333  21.145  3.33      md   72.0   65.0   0.0991   
12777  38.150000 -121.933500  21.335  3.57      md   70.0   65.0   0.1036   
12778  38.150667 -121.928667  21.365  3.35      md   64.0   86.0      0.1   
13027  38.115500 -121.860000  20.965  3.22      md   81.0   90.0  0.05946   
15309  38.076167 -121.858000  17.735  3.26      md     62     61  0.09009   
15527  38.132833 -121.912500  20.005  3.34      md   58.0   81.0  0.09009   
18499  38.164000 -121.925167  15.273  3.20      ml  154.0   24.0   0.2514   
18500  38.141000 -121.931500  17.323  3.00      ml  128.0   35.0   0.2288   
18597  38.058833 -121.856333  19.845  4.30      ml   68.0   61.0   0.1045   
19114  38.123500 -121.877667  20.885  3.20      md   59.0   60.0  0.06667   
20231  38.235333 -121.419167   4.958  3.24      md    5.0  347.0   0.6568   
22468  38.136500 -121.864667  17.497  3.10      md  110.0   47.0  0.05225   
22476  38.035833 -121.869333  16.917  3.50      ml   43.0  100.0   0.1045   
23396  38.931000 -121.210167   8.319  3.43      md     30     52  0.04505   
23716  38.030500 -121.873167  15.266  3.10      md   46.0   97.0   0.1018   
24903  38.251167 -121.956333  12.146  3.01      md   24.0  176.0    0.155   
26681  38.642667 -121.895833  12.143  3.32      md  108.0   46.0    0.236   
26683  38.630500 -121.902667  10.303  4.20      ml  129.0   45.0   0.2324   
26705  38.661667 -121.880833   7.588  3.23      md   27.0  147.0   0.2459   
27309  38.727167 -121.331500   4.817  3.00      ml    2.0  317.0   0.1297   
27311  38.146333 -121.895667  19.696  3.60      ml   57.0   58.0  0.07387   
27322  38.148833 -121.897333  20.376  3.05      md   53.0   58.0  0.07477   
27323  38.147167 -121.897167  20.206  3.80      ml   60.0   58.0  0.07568   
27326  38.146667 -121.888000  19.846  3.09      md   47.0   77.0  0.06847   
27342  38.147167 -121.892667  20.166  3.30      ml   61.0   70.0  0.07207   
27344  38.148667 -121.892000  20.336  3.20      ml   47.0   74.0  0.07117   
27598  38.201833 -121.844500  19.421  3.24      md   62.0   80.0  0.05766   
27725  38.086667 -121.855167  19.196  3.15      md   35.0  114.0  0.07928   
27798  38.070000 -121.870000   4.796  3.40      ml   30.0  105.0      0.1   
27894  38.107167 -121.873667  20.277  3.40      ml   26.0  124.0  0.07387   
28318  38.854333 -121.847833   8.649  3.00      ml   14.0  188.0   0.6279   
28695  38.043000 -121.862167  17.857  3.50      ml   43.0  107.0   0.1045   
29636  38.617500 -121.923833  14.873  3.60      md   10.0  263.0   0.2315   
31914  38.010000 -121.823000     NaN  4.90      mb    NaN    NaN      NaN   

        rms    net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
3780   0.28     nc  ...          NaN          NaN          NaN          NaN   
9797   0.19     nc  ...          NaN          NaN          NaN          NaN   
9809   0.22     nc  ...          NaN          NaN          NaN          NaN   
9848   0.28     nc  ...          NaN          NaN          NaN          NaN   
11751  0.13     nc  ...          NaN          NaN          NaN          NaN   
12763   0.1     nc  ...          NaN          NaN          NaN          NaN   
12766  0.07     nc  ...          NaN          NaN          NaN          NaN   
12769  0.08     nc  ...          NaN          NaN          NaN          NaN   
12770  0.08     nc  ...          NaN          NaN          NaN          NaN   
12772  0.08     nc  ...          NaN          NaN          NaN          NaN   
12773  0.08     nc  ...          NaN          NaN          NaN          NaN   
12774  0.08     nc  ...          NaN          NaN          NaN          NaN   
12775  0.08     nc  ...          NaN          NaN          NaN          NaN   
12776   0.1     nc  ...          NaN          NaN          NaN          NaN   
12777  0.09     nc  ...          NaN          NaN          NaN          NaN   
12778  0.06     nc  ...          NaN          NaN          NaN          NaN   
13027  0.12     nc  ...          NaN          NaN          NaN          NaN   
15309   0.1     nc  ...          NaN          NaN          NaN          NaN   
15527  0.08     nc  ...          NaN          NaN          NaN          NaN   
18499  0.37     nc  ...          NaN          NaN          NaN          NaN   
18500  0.28     nc  ...          NaN          NaN          NaN          NaN   
18597  0.12     nc  ...          NaN          NaN          NaN          NaN   
19114  0.15     nc  ...          NaN          NaN          NaN          NaN   
20231  0.44     nc  ...          NaN          NaN          NaN          NaN   
22468  0.27     nc  ...          NaN          NaN          NaN          NaN   
22476  0.11     nc  ...          NaN          NaN          NaN          NaN   
23396  0.14     nc  ...          NaN          NaN          NaN          NaN   
23716  0.18     nc  ...          NaN          NaN          NaN          NaN   
24903  0.18     nc  ...          NaN          NaN          NaN          NaN   
26681  0.29     nc  ...          NaN          NaN          NaN          NaN   
26683  0.19     nc  ...          NaN          NaN          NaN          NaN   
26705  0.13     nc  ...          NaN          NaN          NaN          NaN   
27309  0.09     nc  ...          NaN          NaN          NaN          NaN   
27311  0.11     nc  ...          NaN          NaN          NaN          NaN   
27322  0.15     nc  ...          NaN          NaN          NaN          NaN   
27323  0.14     nc  ...          NaN          NaN          NaN          NaN   
27326  0.13     nc  ...          NaN          NaN          NaN          NaN   
27342  0.11     nc  ...          NaN          NaN          NaN          NaN   
27344   0.1     nc  ...          NaN          NaN          NaN          NaN   
27598  0.25     nc  ...          NaN          NaN          NaN          NaN   
27725  0.22     nc  ...          NaN          NaN          NaN          NaN   
27798  0.48     nc  ...          NaN          NaN          NaN          NaN   
27894  0.08     nc  ...          NaN          NaN          NaN          NaN   
28318  0.31     nc  ...          NaN          NaN          NaN          NaN   
28695  0.14     nc  ...          NaN          NaN          NaN          NaN   
29636   0.2     nc  ...          NaN          NaN          NaN          NaN   
31914   NaN  ushis  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
3780           NaN          NaN  \r  2016-12-15  0.739042  Grid_-122_38  
9797           NaN          NaN  \r  2002-07-18  0.787818  Grid_-122_38  
9809           NaN          NaN  \r  2002-06-29  0.747785  Grid_-122_38  
9848           NaN          NaN  \r  2002-05-08  0.853956  Grid_-122_38  
11751          NaN          NaN  \r  1999-04-04  0.773347  Grid_-122_38  
12763          NaN          NaN  \r  1997-04-01  0.811917  Grid_-122_38  
12766          NaN          NaN  \r  1997-04-01  0.863151  Grid_-122_38  
12769          NaN          NaN  \r  1997-03-27  0.827512  Grid_-122_38  
12770          NaN          NaN  \r  1997-03-27  0.853956  Grid_-122_38  
12772          NaN          NaN  \r  1997-03-27  0.811917  Grid_-122_38  
12773          NaN          NaN  \r  1997-03-27  0.817808  Grid_-122_38  
12774          NaN          NaN  \r  1997-03-27  0.872222  Grid_-122_38  
12775          NaN          NaN  \r  1997-03-27  0.831355  Grid_-122_38  
12776          NaN          NaN  \r  1997-03-27  0.801982  Grid_-122_38  
12777          NaN          NaN  \r  1997-03-27  0.848377  Grid_-122_38  
12778          NaN          NaN  \r  1997-03-27  0.805974  Grid_-122_38  
13027          NaN          NaN  \r  1996-07-15  0.779588  Grid_-122_38  
15309          NaN          NaN  \r  1992-11-23  0.787818  Grid_-122_38  
15527          NaN          NaN  \r  1992-08-20  0.803981  Grid_-122_38  
18499          NaN          NaN  \r  1989-10-01  0.775434  Grid_-122_38  
18500          NaN          NaN  \r  1989-10-01  0.732408  Grid_-122_38  
18597          NaN          NaN  \r  1989-06-22  0.972410  Grid_-122_38  
19114          NaN          NaN  \r  1988-06-20  0.775434  Grid_-122_38  
20231          NaN          NaN  \r  1986-08-28  0.783716  Grid_-122_38  
22468          NaN          NaN  \r  1983-06-09  0.754268  Grid_-122_38  
22476          NaN          NaN  \r  1983-06-05  0.835175  Grid_-122_38  
23396          NaN          NaN  \r  1982-06-15  0.821707  Grid_-122_38  
23716          NaN          NaN  \r  1981-11-02  0.754268  Grid_-122_38  
24903          NaN          NaN  \r  1980-06-12  0.734627  Grid_-122_38  
26681          NaN          NaN  \r  1978-09-09  0.799977  Grid_-122_38  
26683          NaN          NaN  \r  1978-09-08  0.956723  Grid_-122_38  
26705          NaN          NaN  \r  1978-08-28  0.781655  Grid_-122_38  
27309          NaN          NaN  \r  1977-06-17  0.732408  Grid_-122_38  
27311          NaN          NaN  \r  1977-06-17  0.853956  Grid_-122_38  
27322          NaN          NaN  \r  1977-06-04  0.743428  Grid_-122_38  
27323          NaN          NaN  \r  1977-06-04  0.890001  Grid_-122_38  
27326          NaN          NaN  \r  1977-05-31  0.752114  Grid_-122_38  
27342          NaN          NaN  \r  1977-05-05  0.795948  Grid_-122_38  
27344          NaN          NaN  \r  1977-05-04  0.775434  Grid_-122_38  
27598          NaN          NaN  \r  1976-11-15  0.783716  Grid_-122_38  
27725          NaN          NaN  \r  1976-08-23  0.764935  Grid_-122_38  
27798          NaN          NaN  \r  1976-07-13  0.815850  Grid_-122_38  
27894          NaN          NaN  \r  1976-05-03  0.815850  Grid_-122_38  
28318          NaN          NaN  \r  1975-09-04  0.732408  Grid_-122_38  
28695          NaN          NaN  \r  1975-06-17  0.835175  Grid_-122_38  
29636          NaN          NaN  \r  1974-03-26  0.853956  Grid_-122_38  
31914          NaN          NaN  \r  1965-09-10  1.059490  Grid_-122_38  

[47 rows x 1003 columns], 'Grid_-123_36':         latitude   longitude   depth   mag magType    nst    gap    dmin  \
8670   36.873833 -122.121833  14.101  3.25      ml    108  183.0  0.2063   
13684  36.801833 -122.084167  10.626  3.50      mw  109.0  177.0  0.2009   
17484  36.990833 -122.232833  12.398  3.40      ml   88.0  190.0  0.1468   
18159  36.868500 -122.165333   8.126  3.00      ml   98.0  184.0  0.1622   
24216  36.914000 -122.186167    8.82  3.00      ml   67.0  183.0  0.1405   
24475  36.991167 -122.225667    12.5  3.50      ml   67.0  181.0  0.1423   
25731  36.986833 -122.231500  13.757  3.80      ml   57.0  228.0  0.1468   
26453  36.947500 -122.783333     6.0  3.91      ml    8.0  324.0   2.736   
26817  36.898667 -122.169500  10.578  4.20      ml  112.0  181.0  0.1405   
28080  36.839667 -122.125833   9.707  3.20      ml   73.0  199.0  0.1964   
30319  36.800000 -122.183000       8  4.80      mb    NaN    NaN     NaN   
30348  36.800000 -122.145000       8  4.80      mb    NaN    NaN     NaN   
30737  36.647000 -122.185000     8.0  4.50      mb    NaN    NaN     NaN   

        rms    net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
8670   0.23     nc  ...          NaN          NaN          NaN          NaN   
13684  0.14     nc  ...          NaN          NaN          NaN          NaN   
17484  0.12     nc  ...          NaN          NaN          NaN          NaN   
18159  0.13     nc  ...          NaN          NaN          NaN          NaN   
24216  0.11     nc  ...          NaN          NaN          NaN          NaN   
24475   0.1     nc  ...          NaN          NaN          NaN          NaN   
25731  0.12     nc  ...          NaN          NaN          NaN          NaN   
26453   1.7     ci  ...          NaN          NaN          NaN          NaN   
26817  0.15     nc  ...          NaN          NaN          NaN          NaN   
28080  0.13     nc  ...          NaN          NaN          NaN          NaN   
30319   NaN  ushis  ...          NaN          NaN          NaN          NaN   
30348   NaN  ushis  ...          NaN          NaN          NaN          NaN   
30737   NaN  ushis  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
8670           NaN          NaN  \r  2005-04-27  0.785770  Grid_-123_36  
13684          NaN          NaN  \r  1995-01-12  0.835175  Grid_-123_36  
17484          NaN          NaN  \r  1991-08-09  0.815850  Grid_-123_36  
18159          NaN          NaN  \r  1990-02-03  0.732408  Grid_-123_36  
24216          NaN          NaN  \r  1981-02-21  0.732408  Grid_-123_36  
24475          NaN          NaN  \r  1980-10-25  0.835175  Grid_-123_36  
25731          NaN          NaN  \r  1979-12-24  0.890001  Grid_-123_36  
26453          NaN          NaN  \r  1979-02-12  0.909025  Grid_-123_36  
26817          NaN          NaN  \r  1978-07-02  0.956723  Grid_-123_36  
28080          NaN          NaN  \r  1975-12-28  0.775434  Grid_-123_36  
30319          NaN          NaN  \r  1971-04-16  1.045744  Grid_-123_36  
30348          NaN          NaN  \r  1971-03-09  1.045744  Grid_-123_36  
30737          NaN          NaN  \r  1970-08-04  1.002718  Grid_-123_36  

[13 rows x 1003 columns], 'Grid_-123_37':         latitude   longitude   depth   mag magType    nst   gap     dmin  \
246    37.620167 -122.025000    3.82  3.34      mw  141.0  16.0      NaN   
262    37.918167 -122.304000    5.48  3.57      mw  170.0  19.0  0.01598   
482    37.739500 -122.147833    3.84  3.24      mw  146.0  21.0  0.02732   
486    37.728167 -122.135667    4.28  3.09      ml  165.0  14.0  0.01909   
599    37.750167 -122.157500     6.2  3.35      mw  227.0  12.0  0.01162   
...          ...         ...     ...   ...     ...    ...   ...      ...   
29658  37.336500 -122.250000  10.315  3.60      ml   44.0  66.0  0.04054   
29804  37.198000 -122.007000      17  4.20      mb    NaN   NaN      NaN   
30843  37.298000 -122.088000     NaN  4.00      mb    NaN   NaN      NaN   
32331  37.975000 -122.048000     NaN  3.90      ml    NaN   NaN      NaN   
32356  37.272000 -122.318000     NaN  4.60      ml    NaN   NaN      NaN   

        rms    net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
246    0.16     nc  ...          NaN          NaN          NaN          NaN   
262    0.15     nc  ...          NaN          NaN          NaN          NaN   
482    0.13     nc  ...          NaN          NaN          NaN          NaN   
486    0.16     nc  ...          NaN          NaN          NaN          NaN   
599    0.12     nc  ...          NaN          NaN          NaN          NaN   
...     ...    ...  ...          ...          ...          ...          ...   
29658  0.08     nc  ...          NaN          NaN          NaN          NaN   
29804   NaN     us  ...          NaN          NaN          NaN          NaN   
30843   NaN  ushis  ...          NaN          NaN          NaN          NaN   
32331   NaN  ushis  ...          NaN          NaN          NaN          NaN   
32356   NaN  ushis  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
246            NaN          NaN  \r  2022-12-22  0.803981  Grid_-123_37  
262            NaN          NaN  \r  2022-12-17  0.848377  Grid_-123_37  
482            NaN          NaN  \r  2022-02-12  0.783716  Grid_-123_37  
486            NaN          NaN  \r  2022-02-07  0.752114  Grid_-123_37  
599            NaN          NaN  \r  2021-10-02  0.805974  Grid_-123_37  
...            ...          ...  ..         ...       ...           ...  
29658          NaN          NaN  \r  1974-03-12  0.853956  Grid_-123_37  
29804          NaN          NaN  \r  1973-11-12  0.956723  Grid_-123_37  
30843          NaN          NaN  \r  1970-01-03  0.924196  Grid_-123_37  
32331          NaN          NaN  \r  1963-06-07  0.907318  Grid_-123_37  
32356          NaN          NaN  \r  1963-05-22  1.017371  Grid_-123_37  

[254 rows x 1003 columns], 'Grid_-123_38':         latitude   longitude depth   mag magType   nst   gap      dmin   rms  \
284    38.833167 -122.796167  2.47  3.19      ml  90.0  22.0  0.006934  0.05   
294    38.816000 -122.810833  1.68  3.22      ml  88.0  20.0  0.007408  0.06   
295    38.817667 -122.807833  2.43  3.27      ml  90.0  19.0  0.005982  0.05   
296    38.812167 -122.815167  3.26  3.33      ml  89.0  26.0   0.01143  0.05   
297    38.765000 -122.714333  1.69  3.14      ml  91.0  23.0  0.008906  0.06   
...          ...         ...   ...   ...     ...   ...   ...       ...   ...   
29796  38.790000 -122.788000     2  3.50      ml   NaN   NaN       NaN   NaN   
29834  38.600000 -122.152000     2  4.20      mb   NaN   NaN       NaN   NaN   
30981  38.321000 -122.826000  15.0  5.30      mw   NaN   NaN       NaN   NaN   
30983  38.315000 -122.807000  15.0  5.26      mw   NaN   NaN       NaN   NaN   
31368  38.477000 -122.725000   8.0  4.60      mb   NaN   NaN       NaN   NaN   

             net  ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997  \
284           nc  ...          NaN          NaN          NaN          NaN   
294           nc  ...          NaN          NaN          NaN          NaN   
295           nc  ...          NaN          NaN          NaN          NaN   
296           nc  ...          NaN          NaN          NaN          NaN   
297           nc  ...          NaN          NaN          NaN          NaN   
...          ...  ...          ...          ...          ...          ...   
29796         us  ...          NaN          NaN          NaN          NaN   
29834         us  ...          NaN          NaN          NaN          NaN   
30981  iscgemsup  ...          NaN          NaN          NaN          NaN   
30983     iscgem  ...          NaN          NaN          NaN          NaN   
31368      ushis  ...          NaN          NaN          NaN          NaN   

      Unnamed: 998 Unnamed: 999  \r        Date    Energy    grid_label  
284            NaN          NaN  \r  2022-11-04  0.773347  Grid_-123_38  
294            NaN          NaN  \r  2022-10-20  0.779588  Grid_-123_38  
295            NaN          NaN  \r  2022-10-19  0.789860  Grid_-123_38  
296            NaN          NaN  \r  2022-10-19  0.801982  Grid_-123_38  
297            NaN          NaN  \r  2022-10-15  0.762815  Grid_-123_38  
...            ...          ...  ..         ...       ...           ...  
29796          NaN          NaN  \r  1973-11-28  0.835175  Grid_-123_38  
29834          NaN          NaN  \r  1973-09-17  0.956723  Grid_-123_38  
30981          NaN          NaN  \r  1969-10-02  1.111805  Grid_-123_38  
30983          NaN          NaN  \r  1969-10-02  1.106754  Grid_-123_38  
31368          NaN          NaN  \r  1968-04-25  1.017371  Grid_-123_38  

[1006 rows x 1003 columns]}
62
fig = go.Figure()

# Create a color map for unique colors for each grid
colors = px.colors.qualitative.Pastel

# Iterate through the grid_dataframes and add scatter plots to the figure
for i, (label, grid_df) in enumerate(grid_etas.items()):
    color = colors[i % len(colors)]  # Cycle through the color map
    scatter = px.scatter(grid_df, x='X', y='Y', color_discrete_sequence=[color])
    fig.add_trace(scatter.data[0])  # Add the trace to the main figure

# Display the combined figure
fig.update_layout(title='Earthquake Grids (ETAS)')
fig.update_layout(width=600, height=600)
fig.show()
fig = go.Figure()

# Create a color map for unique colors for each grid
colors = px.colors.qualitative.Pastel

# Iterate through the grid_dataframes and add scatter plots to the figure
for i, (label, grid_df) in enumerate(grid_usgs.items()):
    color = colors[i % len(colors)]  # Cycle through the color map
    scatter = px.scatter(grid_df, x='longitude', y='latitude', color_discrete_sequence=[color])
    fig.add_trace(scatter.data[0])  # Add the trace to the main figure

# Display the combined figure
fig.update_layout(title='Earthquake Grids (USGS)')
fig.update_layout(width=600, height=600)
fig.show()

Observations - ETAS has more grids with higher magnitude earthquakes

for i, (label, grid_df) in enumerate(grid_etas.items()):
    pass
    #param implement energy plotting for the grids here. grid_df is an individual df
    #inside the larger usgs/etas dataframes. The grid sizes are defined above and can
    #be changed

# for i, (label, grid_df) in enumerate(grid_usgs.items()):
#     pass